CN103181094B - Radio base station and method for estimating Doppler spread therein - Google Patents
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Abstract
Description
技术领域 technical field
本文中的实施例涉及无线电基站以及其中的方法。具体来说,本文中的实施例涉及无线电通信网络中的多普勒扩展的估计。 Embodiments herein relate to radio base stations and methods therein. In particular, embodiments herein relate to estimation of Doppler spread in radio communication networks.
背景技术 Background technique
在当今的无线电通信网络中,用户设备通过无线电链路在所谓的上行链路(UL)传输中向无线电基站传递信息,以及无线电基站沿另一方向在所谓的下行链路(DL)传输中向用户设备传递信息。多普勒频移是当传送器和接收器相互之间移动时由接收器所遇到的无线电信号的频移。多普勒扩展是从传送器到接收器的多个入局信令射线的多普勒频移的扩展。多普勒扩展引起传送器与接收器之间的传播信道的变化。多普勒扩展的知识在移动通信系统中得到许多应用。这类应用包括:接收器算法,例如用于信道估计的平滑滤波器;以及无线电资源管理算法,例如链路自适应、调度和闭环或开环空间复用的选择。无线电链路的多普勒扩展与信道相干时间成反比。信道相干时间是认为信道脉冲响应是相关的持续时间,即,信道脉冲响应与信道相干时间期间进行的另一个信道脉冲响应相关。长信道相干时间允许接收器、例如无线电基站遵循用于调度和链路自适应的小尺度衰落的效应,例如用于使用诸如演进通用陆地无线电接入(E-UTRA)系统之类的移动通信系统中的时间相关调度以及下行链路中的闭环空间复用。用于从用户设备向无线电基站传送信道质量信息报告的时期应当比信道相干时间要短,以便提供在报告期期间是准确的下行链路信道状态信息。类似地,上行链路中的所传送信道探测参考信号的周期性应当比信道相干时间要短,以便实现探测参考信号传输之间的有效上行链路信道质量估计。 In today's radio communication networks, a user equipment communicates information via a radio link to a radio base station in so-called uplink (UL) transmissions, and the radio base station communicates in the other direction to a radio base station in so-called downlink (DL) transmissions. The user equipment communicates the information. Doppler shift is the shift in frequency of radio signals encountered by a receiver as the transmitter and receiver move relative to each other. Doppler spread is the spread of the Doppler shift of multiple incoming signaling rays from the transmitter to the receiver. Doppler spread causes a change in the propagation channel between the transmitter and receiver. The knowledge of Doppler extension finds many applications in mobile communication systems. Such applications include: receiver algorithms, such as smoothing filters for channel estimation; and radio resource management algorithms, such as link adaptation, scheduling, and selection of closed-loop or open-loop spatial multiplexing. The Doppler spread of a radio link is inversely proportional to the channel coherence time. The channel coherence time is the duration for which a channel impulse response is considered to be correlated, ie a channel impulse response is correlated with another channel impulse response that takes place during the channel coherence time. Long channel coherence times allow receivers, e.g. radio base stations, to follow the effects of small-scale fading for scheduling and link adaptation, e.g. for using mobile communication systems such as the Evolved Universal Terrestrial Radio Access (E-UTRA) system Time-dependent scheduling in and closed-loop spatial multiplexing in the downlink. The period for transmitting channel quality information reports from the user equipment to the radio base station should be shorter than the channel coherence time in order to provide downlink channel state information that is accurate during the reporting period. Similarly, the periodicity of the transmitted channel sounding reference signals in the uplink should be shorter than the channel coherence time in order to enable efficient uplink channel quality estimation between sounding reference signal transmissions.
多普勒扩展可按照许多方式使用多普勒扩展估计器来估计。一类多普勒扩展估计器基于接收信号的信道估计的时间性质。在时域中,传播信道可建模为具有时间相关信道抽头的抽头延迟线。假定信道抽头C是瑞利衰落信道抽头,多普勒扩展可从信道抽头C的所测量电平交叉率来估计。若干估计器依靠信道抽头C的自相关函数Rc: Doppler spread can be estimated in many ways using a Doppler spread estimator. A class of Doppler spread estimators is based on the temporal nature of the channel estimate of the received signal. In the time domain, the propagation channel can be modeled as a tapped delay line with time-correlated channel taps. Assuming that channel tap C is a Rayleigh fading channel tap, the Doppler spread can be estimated from the measured level crossing ratio of channel tap C. Several estimators rely on the autocorrelation function R c of the channel taps C:
其中 in
E是期望值算子, E is the expected value operator,
c*表示复共轭, c * means complex conjugate,
t是时间,以及 t is time, and
τ是延迟。 τ is the delay.
理论上,瑞利衰落信道抽头的另一个自相关函数Rc表示为 Theoretically, another autocorrelation function R c of Rayleigh fading channel taps is expressed as
其中 in
C是常数, C is a constant,
J0是第一类零阶贝塞尔函数,以及 J0 is a zero -order Bessel function of the first kind, and
fD是多普勒扩展。 f D is the Doppler spread.
从自相关函数的估计以及自相关函数的已知形式,多普勒扩展则可例如从时的的二阶导数与的比率: From the estimate of the autocorrelation function and the known form of the autocorrelation function, the Doppler expansion can then be obtained, for example, from when The second derivative of and The ratio:
或者从最大似然估计来估计, Or estimated from maximum likelihood estimation,
其中表示多普勒扩展估计。 in Indicates the Doppler spread estimate.
多普勒扩展估计还可从信道抽头的函数的自协方差函数来得到。信道抽头的这种函数的示例是信道抽头的平方幅度。 Doppler spread estimation It can also be derived from the autocovariance function of the function of the channel taps. An example of such a function of channel taps is the squared magnitude of the channel taps.
某个时间实例的信道估计通常从导频或参考信号的传输来得到。如果存在固定频率上的连续或周期传输,则信道估计器经过简化并且是更有效的。传输的周期性越短,则可估计越高的多普勒扩展或者越短的信道相干时间,从而引起估计的更好分辨率。 The channel estimate for a certain time instance is usually derived from the transmission of pilot or reference signals. The channel estimator is simplified and more efficient if there are continuous or periodic transmissions on a fixed frequency. The shorter the periodicity of the transmission, the higher Doppler spread or shorter channel coherence time can be estimated, resulting in a better resolution of the estimate.
准确信道估计要求所传送信号在接收器是已知的。一般来说,所传送参考或导频信号是已知的,除了在单个传输期间是恒定的幅度和相位之外。在若干移动通信系统、例如E-UTRA中,移动台可改变后续传输之间的传送功率。这种变更改变幅度以及可能还改变所传送信号的相位。无线电基站估计由传送器增益(即幅度和相位)以及传播信道所组成的合成信道。合成信道对于接收器中的补偿是相关的,但是对于估计传输的传播不相关。合成信道的自相关函数以及其它时间性质可与传播信道的自相关函数以及其它时间性质极为不同,并且因此基于信道估计的多普勒扩展估计可能是错误的。一般来说,多普勒扩展估计器包含与接收天线上的接收信号的时间相关的时间性质,从而引起导致效率差的传输方案的错误多普勒扩展估计。 Accurate channel estimation requires that the transmitted signal be known at the receiver. In general, the transmitted reference or pilot signal is known, except for amplitude and phase which are constant during a single transmission. In several mobile communication systems, such as E-UTRA, a mobile station can vary the transmit power between subsequent transmissions. This alteration changes the magnitude and possibly also the phase of the transmitted signal. The radio base station estimates the composite channel consisting of the transmitter gain (ie magnitude and phase) and the propagation channel. The composite channel is relevant for compensation in the receiver, but not for estimating the propagation of the transmission. The autocorrelation function and other temporal properties of the composite channel may be very different from those of the propagation channel, and thus Doppler spread estimates based on channel estimates may be wrong. In general, the Doppler spread estimator incorporates temporal properties related to the time of the received signal at the receive antenna, leading to erroneous Doppler spread estimates leading to inefficient transmission schemes.
发明内容 Contents of the invention
本文中的实施例的一个目的是提供以可靠方式来估计多普勒扩展以引起无线电通信网络的更好性能的机制。 It is an object of the embodiments herein to provide a mechanism to estimate the Doppler spread in a reliable way leading to better performance of the radio communication network.
按照本文中的实施例的一个方面,此目的通过无线电基站中用于估计由用户设备通过无线电通信网络中的信道所传送的信号的多普勒扩展的方法来实现。无线电基站和用户设备包括在无线电通信网络中。无线电基站从用户设备接收第一信号和第二信号,其中第一信号和第二信号基于由用户设备所传送的信号。另外,第一和第二信号在空间、时间和/或极化方面是分离的。 According to an aspect of the embodiments herein, the object is achieved by a method in a radio base station for estimating the Doppler spread of a signal transmitted by a user equipment over a channel in a radio communication network. Radio base stations and user equipment are comprised in a radio communication network. The radio base station receives a first signal and a second signal from a user equipment, wherein the first signal and the second signal are based on signals transmitted by the user equipment. Additionally, the first and second signals are separated in space, time and/or polarization.
无线电基站通过将所接收第一信号与已知信号进行比较来估计所接收第一信号的第一信道估计,以及通过将所接收第二信号与已知信号进行比较来估计所接收第二信号的第二信道估计。此外,无线电基站确定第一信道估计与第二信道估计的比率,并且估计所确定比率的函数的自相关函数。无线电基站然后基于所估计自相关函数来估计多普勒扩展。 The radio base station estimates a first channel estimate of the received first signal by comparing the received first signal with a known signal, and estimates a channel estimate of the received second signal by comparing the received second signal with the known signal. Second channel estimate. Furthermore, the radio base station determines a ratio of the first channel estimate to the second channel estimate, and estimates an autocorrelation function of a function of the determined ratio. The radio base station then estimates the Doppler spread based on the estimated autocorrelation function.
为了执行该方法,提供无线电基站以用于估计由用户设备通过无线电通信网络中的信道所传送的信号的多普勒扩展。无线电基站设置成包括在无线电通信网络中。此外,无线电基站包括接收电路,该接收电路配置成从用户设备接收第一信号和第二信号。第一信号和第二信号基于由用户设备所传送的信号,其中第一信号和第二信号在空间、时间和/或极化方面是分离的。另外,无线电基站包括第一估计电路,该第一估计电路配置成通过将所接收第一信号与已知信号进行比较来估计所接收第一信号的第一信道估计。另外,无线电基站包括第二估计电路,该第二估计电路配置成通过将所接收第二信号与已知信号进行比较来估计所接收第二信号的第二信道估计。 In order to perform the method, a radio base station is provided for estimating the Doppler spread of a signal transmitted by a user equipment over a channel in the radio communication network. A radio base station is arranged to be included in a radio communication network. Furthermore, the radio base station comprises a receiving circuit configured to receive the first signal and the second signal from the user equipment. The first signal and the second signal are based on signals transmitted by the user equipment, wherein the first signal and the second signal are separated in terms of space, time and/or polarization. Additionally, the radio base station comprises a first estimation circuit configured to estimate a first channel estimate of the received first signal by comparing the received first signal with known signals. In addition, the radio base station comprises a second estimation circuit configured to estimate a second channel estimate of the received second signal by comparing the received second signal with a known signal.
无线电基站还包括确定单元,该确定单元配置成确定第一信道估计与第二信道估计的比率。另外,无线电基站包括估计自相关电路,该估计自相关电路配置成估计所确定比率的函数的自相关函数。无线电基站还包括估计多普勒扩展电路,该估计多普勒扩展电路配置成基于所估计自相关函数来估计多普勒扩展。 The radio base station further comprises a determining unit configured to determine a ratio of the first channel estimate to the second channel estimate. In addition, the radio base station comprises an estimated autocorrelation circuit configured to estimate an autocorrelation function of a function of the determined ratio. The radio base station also includes estimated Doppler spread circuitry configured to estimate the Doppler spread based on the estimated autocorrelation function.
多普勒扩展的估计基于两个分离的接收信号的信道估计的比率,其中信号基于相同所传送参考信号。这通过使用例如两个接收天线来执行。由此,估计多普勒扩展时所传送参考信号的幅度和相位的变化不影响。因此,多普勒扩展估计更为准确,从而引起更有效的传输方案、链路自适应、调度等,这些引起无线电通信网络的改进性能。另外,通过更准确多普勒扩展估计,在无线电通信网络中可实现更高吞吐量和数据率。 The estimation of the Doppler spread is based on the ratio of the channel estimates of two separate received signals, where the signals are based on the same transmitted reference signal. This is performed using eg two receive antennas. Thus, variations in the amplitude and phase of the transmitted reference signal have no effect when estimating the Doppler spread. Consequently, the Doppler spread estimation is more accurate, leading to more efficient transmission schemes, link adaptation, scheduling, etc., which lead to improved performance of the radio communication network. Additionally, higher throughput and data rates can be achieved in radio communication networks through more accurate Doppler spread estimation.
附图说明 Description of drawings
现在将相对于附图更详细地描述实施例,附图包括: Embodiments will now be described in more detail with respect to the accompanying drawings, which include:
图1是示出无线电通信网络的框图, Figure 1 is a block diagram illustrating a radio communication network,
图2是示出无线电通信网络中的组合流程图和信令方案的示意图, Figure 2 is a schematic diagram showing a combined flow diagram and signaling scheme in a radio communication network,
图3是示出无线电基站的框图, Figure 3 is a block diagram showing a radio base station,
图4是示出自相关函数的曲线的图表的示意图, FIG. 4 is a schematic diagram showing a graph of a curve of an autocorrelation function,
图5是无线电基站中的方法的框图,以及 Figure 5 is a block diagram of a method in a radio base station, and
图6是无线电基站的框图。 Fig. 6 is a block diagram of a radio base station.
具体实施方式 detailed description
图1示出无线电通信网络的示意图,例如长期演进(LTE)、高级LTE、第三代合作伙伴计划(3GPP)宽带码分多址(WCDMA)系统、全球移动通信系统/增强数据率GSM演进(GSM/EDGE)、全球微波接入互操作性(WiMax)或者超移动宽带(UMB),只列举用于实现本文所公开的实施例的一些可能选项。 1 shows a schematic diagram of a radio communication network, such as Long Term Evolution (LTE), LTE-Advanced, Third Generation Partnership Project (3GPP) Wideband Code Division Multiple Access (WCDMA) system, Global System for Mobile Communications/Enhanced Data Rates GSM Evolution ( GSM/EDGE), Worldwide Interoperability for Microwave Access (WiMax) or Ultra Mobile Broadband (UMB), to name just a few possible options for implementing the embodiments disclosed herein.
由无线电基站12所服务的用户设备(UE)10通过无线电链路与无线电基站12进行通信,其中通信是所谓的上行链路(UL)传输。无线电基站12在所谓的下行链路(DL)传输中与用户设备10进行通信。多普勒频移是当用户设备10和无线电基站12相互之间以速率v移动时由无线电基站12所遇到的无线电信号的频移。也就是说,无线电基站12可以是固定或移动的,并且用户设备10可以是静止或移动的,以及它们之间的速率的差沿一个方向为v。 A user equipment (UE) 10 served by a radio base station 12 communicates with the radio base station 12 via a radio link, wherein the communication is a so-called uplink (UL) transmission. The radio base station 12 communicates with the user equipment 10 in so-called downlink (DL) transmissions. The Doppler shift is the frequency shift of the radio signal encountered by the radio base station 12 when the user equipment 10 and the radio base station 12 move at a velocity v relative to each other. That is, the radio base station 12 may be fixed or mobile, and the user equipment 10 may be stationary or mobile, and the difference in velocity between them is v in one direction.
用户设备10在UL中向无线电基站12传送原始信号。当信号沿着到无线电基站12的路线被传播和反射时,来源于原始信号的不同信号(即第一和第二信号)将在无线电基站12来接收。因此,无线电基站12从用户设备10接收第一信号和第二信号。第一和第二信号基于原始信号,但是在例如空间、时间和/或极化方面是分离的。当用户设备10的传输功率影响幅度和相位时,用户设备10的变化传输功率将改变如从单个接收信号所得到的信道自相关性质。本文中的当前实施例提供不受用户设备10的变化传输功率影响的机制。无线电基站12通过将所接收第一信号与又称作已知信号的初始信号进行比较来估计第一信号的第一信道估计。此外,无线电基站12通过将所接收第二信号与初始信号进行比较来估计第二信号的第二信道估计。例如,可将所接收的第一信号和第二信号中包括的参考信号与无线电基站12中存储的已知参考信号进行比较。 The user equipment 10 transmits an original signal to the radio base station 12 in UL. As the signal is propagated and reflected along its route to the radio base station 12, different signals (ie first and second signals) originating from the original signal will be received at the radio base station 12 . Thus, the radio base station 12 receives the first signal and the second signal from the user equipment 10 . The first and second signals are based on the original signal, but separated eg in terms of space, time and/or polarization. As the transmission power of the user equipment 10 affects the magnitude and phase, varying transmission power of the user equipment 10 will change the channel autocorrelation properties as obtained from a single received signal. The current embodiments herein provide mechanisms that are not affected by varying transmission power of the user equipment 10 . The radio base station 12 estimates a first channel estimate of the first signal by comparing the received first signal with an initial signal, also called a known signal. Furthermore, the radio base station 12 estimates a second channel estimate for the second signal by comparing the received second signal with the initial signal. For example, reference signals comprised in the received first and second signals may be compared with known reference signals stored in the radio base station 12 .
无线电基站12然后通过将第一信道估计除以第二信道估计来确定信道估计的比率。该比率是抵消多普勒扩展估计的传送幅度和相位相关性的无维参数。信道估计的比率然后在函数中用于估计自相关函数。这个估计的自相关函数然后用于估计多普勒扩展。 The radio base station 12 then determines the ratio of the channel estimates by dividing the first channel estimate by the second channel estimate. This ratio is a dimensionless parameter that cancels out the transmitted amplitude and phase correlation of the Doppler spread estimate. The ratio of the channel estimates is then used in the function to estimate the autocorrelation function. This estimated autocorrelation function is then used to estimate the Doppler spread.
这样更准确估计的多普勒扩展可用于多输入多输出(MIMO)模式、DL传输的调制和编码、链路自适应、频率选择性调度等。 Such a more accurately estimated Doppler spread can be used for multiple-input multiple-output (MIMO) modes, modulation and coding of DL transmissions, link adaptation, frequency selective scheduling, etc.
图2示出无线电通信网络中的示意组合信令和流程图。无线电通信网络包括相互之间移动的无线电基站12和用户设备10。 Figure 2 shows a schematic combined signaling and flow diagram in a radio communication network. The radio communication network comprises radio base stations 12 and user equipment 10 which move between each other.
步骤201。用户设备10向无线电基站12传送信号s。信号可包括在无线电基站12已知的参考或导频符号。信号沿着到无线电基站的路线分为第一信号s1和第二信号s2。第一和第二信号s1、s2因此来源于同一传送信号,即始发信号,并且在空间、极化和/或时间方面是分离的。在空间上分离的信号由接收天线以其之间的距离来区分。在极化方面分离的信号由交叉极化接收天线来区分。在时间上分离的信号在信道估计器中区分。另外,其组合可用于区分第一和第二信号。 Step 201. The user equipment 10 transmits a signal s to the radio base station 12 . The signal may comprise reference or pilot symbols known at the radio base station 12 . The signal is split into a first signal s1 and a second signal s2 along the route to the radio base station. The first and second signal s1, s2 thus originate from the same transmitted signal, ie the originating signal, and are separated in terms of space, polarization and/or time. The spatially separated signals are distinguished by the receiving antennas by the distance between them. Signals that are separated in polarization are distinguished by cross-polarized receive antennas. Signals separated in time are distinguished in a channel estimator. Additionally, combinations thereof can be used to distinguish between the first and second signals.
在所示示例中,无线电基站12在第一天线接收第一信号s1以及在第二天线接收第二信号s2。 In the example shown, the radio base station 12 receives a first signal s1 at a first antenna and a second signal s2 at a second antenna.
步骤202。无线电基站12通过首先估计第一信号的第一信道估计和第二信号的第二信道估计来估计多普勒扩展。然后,无线电基站确定第一信道估计与第二信道估计的比率,并且估计所确定比率的函数的自相关函数。无线电基站12然后基于所估计自相关函数来估计多普勒扩展。 Step 202. The radio base station 12 estimates the Doppler spread by first estimating a first channel estimate for the first signal and a second channel estimate for the second signal. The radio base station then determines a ratio of the first channel estimate to the second channel estimate and estimates an autocorrelation function of the function of the determined ratio. The radio base station 12 then estimates the Doppler spread based on the estimated autocorrelation function.
无线电基站12通过将多普勒扩展的估计基于第一和第二信号的信道估计的比率来消除了传送器影响。也就是说,所传送信号的幅度和相位对所估计多普勒扩展的影响已经抵消。 The radio base station 12 removes transmitter effects by basing the estimate of the Doppler spread on the ratio of the channel estimates of the first and second signals. That is, the influence of the magnitude and phase of the transmitted signal on the estimated Doppler spread has canceled out.
图3中示出无线电通信网络中的无线电基站12的框图。在所示示例中,无线电基站12包括第一天线和第二天线。基带等效信号是通过天线所接收的信号的复合表示。天线的所接收取样信号的基带等效信号因来自用户设备10的参考信号S的传输而表示为 In Fig. 3 a block diagram of a radio base station 12 in a radio communication network is shown. In the example shown, the radio base station 12 includes a first antenna and second antenna . baseband equivalent signal is through the antenna Composite representation of the received signal. antenna The baseband equivalent signal of the received sampled signal Due to the transmission of the reference signal S from the user equipment 10 is denoted as
(等式1) (equation 1)
其中 in
k表示样本, k represents the sample,
l表示延迟索引, l means delayed index,
t表示时间, t means time,
A是接收天线的数量, A is the number of receiving antennas,
是合成信道系数, is the composite channel coefficient,
C是传播信道,以及 C is the propagation channel, and
n是噪声和干扰。 n is noise and interference.
是通过天线所接收的基带等效信号,以及是通过天线所接收的基带等效信号,即,在本例中。 is through the antenna the received baseband equivalent signal, and is through the antenna The received baseband equivalent signal, i.e., in this example .
所传送信号是参考信号S以及在参考信号的传输期间是恒定的用于信道的一个信道估计但在后续传输之间可能不同的具有幅度和相位的复合增益因子的乘积。 The transmitted signal is the reference signal S and is constant during the transmission of the reference signal for one channel estimation of the channel but may differ between subsequent transmissions with amplitude and phase The compound gain factor of product of .
应当注意,合成信道系数通过来包括复合增益因子。因为在在接收器中是未知的,所以信道估计是合成信道的估计。 It should be noted that the synthetic channel coefficient pass to include the composite gain factor . Because is unknown at the receiver, so the channel estimate is an estimate of the synthesized channel.
对于任一对合成信道系数,例如具有延迟l 1的天线的合成信道系数以及具有延迟l 0的天线的合成信道系数,两个合成信道系数均与传输的复合增益因子成比例。两个独立合成信道系数的比率的自相关将反映排除增益因子变化的信道的相干性质,使得多普勒扩展的估计可以不受所传送参考信号的幅度和相位的变化影响。具体来说,按照本文的一些实施例,无线电基站12包括至少两个接收天线,从而实现空间和/或极化方面的分离,由此始终提供至少两个信道系数,各接收天线一个。在所示示例中,第一信道估计器303对通过天线所接收的基带等效信号执行信道估计。因此,第一信道估计器303将包括参考信号的基带等效信号与无线电基站12中存储的已知参考信号进行比较。这产生第一信道估计。第二信道估计器305对通过天线所接收的基带等效信号执行信道估计。因此,第二信道估计器305将包括参考信号的基带等效信号与无线电基站12中存储的已知参考信号进行比较。这产生第二信道估计。在本文的实施例中,考虑合成信道系数的归一化比率g(t)。归一化比率g(t)可表示为 For any pair of synthetic channel coefficients, e.g. an antenna with delay l 1 The synthetic channel coefficient of and an antenna with delay l 0 The synthetic channel coefficient of , both composite channel coefficients are related to the transmitted composite gain factor proportional. Ratio of two independent composite channel coefficients The autocorrelation of will reflect the coherent nature of the channel excluding changes in the gain factor, so that the estimation of the Doppler spread can be independent of the amplitude and phase changes of the transmitted reference signal. In particular, according to some embodiments herein, the radio base station 12 comprises at least two receive antennas, enabling spatial and/or polarization separation, whereby at least two channel coefficients are always provided, one for each receive antenna. In the example shown, the first channel estimator 303 pairs via antenna Received baseband equivalent signal Perform channel estimation. Therefore, the first channel estimator 303 will include the baseband equivalent of the reference signal A comparison is made with known reference signals stored in the radio base station 12 . This produces the first channel estimate . The second channel estimator 305 pairs through the antenna Received baseband equivalent signal Perform channel estimation. Therefore, the second channel estimator 305 will include the baseband equivalent of the reference signal A comparison is made with known reference signals stored in the radio base station 12 . This produces a second channel estimate . In the embodiments herein, a normalized ratio g(t) of the synthesized channel coefficients is considered. The normalized ratio g(t) can be expressed as
(等式2)。 (Equation 2).
在又称作确定电路的信道抽头无线电计算器307中计算比率估计。比率估计是g(t)的估计,并且按照下式从信道估计和来得到 The ratio estimate is calculated in the channel tap radio calculator 307, also known as the determination circuit . ratio estimate is the estimate of g(t), and is estimated from the channel according to and come and get
(等式3)。 (Equation 3).
在一些实施例中,,以及l 0、l 1是两个天线和的l的最小值,使得。 In some embodiments, , and l 0 , l 1 are two antennas and The minimum value of l such that .
g(t)的自相关函数表示为,并且由归一化自相关函数和多普勒扩展fD表示: The autocorrelation function of g(t) is expressed as , and by the normalized autocorrelation function and the Doppler spread f D expresses:
(等式4) (equation 4)
其中 in
是延迟,即,在g(t)的论证中的两个时间实例t0与t1之间的时间差,并且因而的维是时间。 is the delay, i.e., the time difference between two time instances t 0 and t 1 in the argument of g(t), and thus The dimension of is time.
假定分离的第一和第二信号的和是独立同分布的随机变量,从对称性推断为实数。此外,Rg(0)根据定义等于1。 Assuming separation of the first and second signals of the and is an independent and identically distributed random variable, inferred from the symmetry is a real number. Furthermore, R g (0) is equal to 1 by definition.
在自相关函数估计器309中,g(t)的自相关函数的估计—表示为—首先从信号的信道估计来得到。以又称作取样延迟(k=0、1、…、K-1)的均匀间隔的延迟从下式来估计自相关函数 In the autocorrelation function estimator 309, the estimate of the autocorrelation function of g(t)—expressed as - is first obtained from the channel estimate of the signal. sampling delay Evenly spaced delays of (k=0, 1, ..., K-1) Estimate the autocorrelation function from
(等式5) (equation 5)
其中 in
K是取样延迟的数量, K is the amount of sampling delay,
L是所估计信道样本的数量, L is the number of estimated channel samples,
是归一化比率g的比率估计,并且按照(等式3)从信道估计来得到, is the rate estimate of the normalized rate g and is obtained from the channel estimate according to (Equation 3),
是延迟取样间隔, is the delayed sampling interval,
l是与第一和第二信号的接收时间相关的延迟索引, l is a delay index related to the reception time of the first and second signals,
表示比率估计的复共轭,以及 Indicates a ratio estimate The complex conjugate of , and
K对延迟样本进行索引。 K indexes delayed samples.
一旦得到自相关函数的估计,多普勒扩展能够在分析器311中估计。在一个实施例中,多普勒扩展可以是最大似然估计,即,最大似然估计是给出自相关函数的估计的最大概率的多普勒扩展。 Once an estimate of the autocorrelation function is obtained , the Doppler spread can be estimated in analyzer 311 . In one embodiment, the Doppler spread may be a maximum likelihood estimate, ie the maximum likelihood estimate is the Doppler spread that gives the greatest probability of the estimate of the autocorrelation function.
差距函数可计算为所估计自相关函数与预先计算的理想自相关函数的集合之间的均方误差: gap function can be computed as the estimated autocorrelation function with the precomputed ideal autocorrelation function The mean squared error between sets of :
其中 in
将多普勒扩展估计为使差距函数为最小的fD的值。 The Doppler spread is estimated as such that the gap function is the minimum f D value.
本文中的实施例允许其中所传送信号的幅度和相位在传输之间因传输功率的变化而发生变化的系统中的健壮多普勒扩展估计。通过使用信道估计的比率,可消除来自不同信道估计的复合增益因子。 Embodiments herein allow for robust Doppler spread estimation in systems where the magnitude and phase of the transmitted signal vary between transmissions due to changes in transmit power. Composite gain factors from different channel estimates can be eliminated by using a ratio of channel estimates .
上述归一化自相关函数可在数字上对于不相关瑞利衰落信道系数来计算,并且在图4中绘制。归一化自相关函数的值沿y轴来定义,以及x沿x轴来定义。不同多普勒扩展的自相关函数(即的缩放版本)可与所估计自相关函数进行比较,以及从与所估计自相关函数最类似的自相关函数来估计多普勒扩展。也就是说,具有与所估计自相关函数最类似的自相关函数的多普勒扩展是所估计多普勒扩展。 The above normalized autocorrelation function can be calculated numerically for uncorrelated Rayleigh fading channel coefficients and is plotted in FIG. 4 . normalized autocorrelation function The value of is defined along the y-axis, and x is defined along the x-axis. Autocorrelation functions for different Doppler spreads (i.e. A scaled version of ) can be compared to the estimated autocorrelation function, and the Doppler spread is estimated from the autocorrelation function most similar to the estimated autocorrelation function. That is, the Doppler spread with the autocorrelation function most similar to the estimated autocorrelation function is the estimated Doppler spread.
现在将参照图5所示的流程图来描述按照一些一般实施例、无线电基站12中用于估计由用户设备10通过无线电通信网络中的信道所传送的信号的多普勒扩展的方法步骤。步骤不必按照以下所述顺序进行,而是可按照任何适当顺序进行。无线电基站12和用户设备10包括在无线电通信网络中。 Method steps in a radio base station 12 for estimating the Doppler spread of a signal transmitted by a user equipment 10 over a channel in a radio communication network according to some general embodiments will now be described with reference to the flowchart shown in Fig. 5 . The steps do not have to be performed in the order described below, but may be performed in any suitable order. The radio base station 12 and the user equipment 10 are comprised in a radio communication network.
步骤501。无线电基站12从用户设备10接收第一信号和第二信号。第一信号和第二信号基于由用户设备10所传送的信号,以及第一信号和第二信号在空间、时间和/或极化方面是分离的。在一些实施例中,第一信号可在第一天线来接收,以及第二信号可在第二天线来接收。通过与第二信号相比在不同的空间点来接收,通过与第二信号相比以不同方式来极化,和/或通过与第二信号相比在时间上延迟,可将第一信号与第二信号分离。 Step 501. The radio base station 12 receives the first signal and the second signal from the user equipment 10 . The first signal and the second signal are based on the signal transmitted by the user equipment 10, and the first signal and the second signal are separated in terms of space, time and/or polarization. In some embodiments, a first signal may be received at a first antenna and a second signal may be received at a second antenna. By being received at a different point in space than the second signal, by being polarized in a different manner than the second signal, and/or by being delayed in time compared The second signal is separated.
步骤502。无线电基站12通过将所接收第一信号与已知信号进行比较,来估计所接收第一信号的第一信道估计。 Step 502. The radio base station 12 estimates a first channel estimate of the received first signal by comparing the received first signal with known signals.
步骤503。无线电基站12通过将所接收第二信号与已知信号进行比较,来估计所接收第二信号的第二信道估计。 Step 503. The radio base station 12 estimates a second channel estimate of the received second signal by comparing the received second signal with known signals.
步骤504。无线电基站12确定第一信道估计与第二信道估计的比率。在一些实施例中,比率可以是归一化比率。 Step 504. The radio base station 12 determines a ratio of the first channel estimate to the second channel estimate. In some embodiments, the ratio may be a normalized ratio.
步骤505。无线电基站12估计所确定比率的函数的自相关函数。 Step 505. The radio base station 12 estimates an autocorrelation function as a function of the determined ratios.
步骤506。无线电基站12基于所估计自相关函数来估计所传送信号的多普勒扩展。可通过将所估计自相关函数与至少一个预先计算的自相关函数进行比较,来估计多普勒扩展。此外,在一些实施例中,可通过使差距函数为最小,来估计多普勒扩展,其中差距函数可计算为所估计自相关函数与至少一个预先计算的自相关函数之间的均方误差。 Step 506. The radio base station 12 estimates the Doppler spread of the transmitted signal based on the estimated autocorrelation function. Doppler spread may be estimated by comparing the estimated autocorrelation function with at least one pre-calculated autocorrelation function. Furthermore, in some embodiments, the Doppler spread may be estimated by minimizing a gap function, where the gap function may be calculated as the mean squared error between the estimated autocorrelation function and at least one pre-computed autocorrelation function.
为了执行该方法,提供一种无线电基站。图6是示出用于估计由用户设备10通过无线电通信网络中的信道所传送的信号的多普勒扩展的无线电基站12的框图。无线电基站12设置成包括在无线电通信网络中。无线电基站12包括接收电路601,接收电路601配置成从用户设备10接收第一信号和第二信号。第一信号和第二信号基于由用户设备10所传送的信号,以及第一信号和第二信号在空间、时间和/或极化方面是分离的。接收电路601可包括设置成接收第一信号的第一天线α0以及设置成接收第二信号的第二天线α1。在一些实施例中,第一信号可通过与第二信号相比在不同的空间点被接收来与第二信号分离,并且可由天线α0和α1以其之间的距离来区分。作为替代或补充,第一信号可通过以与第二信号相比不同的极化被接收来与第二信号分离,并且可由交叉极化天线来区分。因此,第一天线α0和第二天线α1可以是交叉极化的。作为替代或补充,第一信号可通过与第二信号相比在时间上被延迟来分离,并且这些信号然后在信道估计器中来区分。应当理解,分离的任何组合也是可能的。 In order to perform the method, a radio base station is provided. Fig. 6 is a block diagram illustrating a radio base station 12 for estimating the Doppler spread of a signal transmitted by a user equipment 10 over a channel in a radio communication network. The radio base station 12 is arranged to be included in a radio communication network. The radio base station 12 comprises a receiving circuit 601 configured to receive the first signal and the second signal from the user equipment 10 . The first signal and the second signal are based on the signal transmitted by the user equipment 10, and the first signal and the second signal are separated in terms of space, time and/or polarization. The receiving circuit 601 may comprise a first antenna α 0 arranged to receive a first signal and a second antenna α 1 arranged to receive a second signal. In some embodiments, the first signal can be separated from the second signal by being received at a different spatial point than the second signal, and can be distinguished by the antennas α0 and α1 by the distance between them. Alternatively or additionally, the first signal may be separated from the second signal by being received with a different polarization than the second signal, and may be distinguished by the cross-polarized antenna. Therefore, the first antenna α0 and the second antenna α1 may be cross-polarized. Alternatively or additionally, the first signal can be separated by being delayed in time compared to the second signal, and these signals are then differentiated in the channel estimator. It should be understood that any combination of separations is also possible.
无线电基站12还包括第一估计电路602,第一估计电路602与图3的第一信道估计器303对应,配置成通过将所接收第一信号与已知信号进行比较来估计所接收第一信号的第一信道估计。无线电基站12包括第二估计电路603,第二估计电路603对应于图3的第二信道估计器305,配置成通过将所接收第二信号与已知信号进行比较来估计所接收第二信号的第二信道估计。此外,无线电基站12包括确定电路604,确定电路604对应于图3的信道抽头比率计算器307,配置成确定第一信道估计与第二信道估计的比率。在一些实施例中,比率可以是归一化比率。 The radio base station 12 further comprises a first estimation circuit 602, which corresponds to the first channel estimator 303 of FIG. 3 and is configured to estimate the received first signal by comparing the received first signal with a known signal The first channel estimate of . The radio base station 12 comprises a second estimation circuit 603, the second estimation circuit 603 corresponding to the second channel estimator 305 of FIG. Second channel estimate. Furthermore, the radio base station 12 comprises a determination circuit 604, corresponding to the channel tap ratio calculator 307 of Fig. 3, configured to determine the ratio of the first channel estimate to the second channel estimate. In some embodiments, the ratio may be a normalized ratio.
无线电基站12还包括估计自相关电路605,估计自相关电路605对应于图3的自相关估计器309,配置成估计所确定比率的函数的自相关函数。另外,无线电基站12包括估计多普勒扩展电路606,多普勒扩展电路606对应于图3的分析器311,配置成基于所估计自相关函数来估计多普勒扩展。在一些实施例中,估计多普勒扩展电路606可配置成通过将所估计自相关函数与至少一个预先计算的自相关函数进行比较来估计多普勒扩展。此外,估计多普勒扩展电路606可配置成通过使差距函数为最小来估计多普勒扩展,其中差距函数计算为所估计自相关函数与至少一个预先计算的自相关函数之间的均方误差。 The radio base station 12 further comprises an estimated autocorrelation circuit 605, corresponding to the autocorrelation estimator 309 of Fig. 3, configured to estimate the autocorrelation function of the function of the determined ratio. In addition, the radio base station 12 comprises an estimated Doppler spread circuit 606, which corresponds to the analyzer 311 of Fig. 3, configured to estimate the Doppler spread based on the estimated autocorrelation function. In some embodiments, the estimated Doppler spread circuit 606 may be configured to estimate the Doppler spread by comparing the estimated autocorrelation function with at least one pre-calculated autocorrelation function. Additionally, the estimated Doppler spread circuit 606 may be configured to estimate the Doppler spread by minimizing a gap function, where the gap function is calculated as the mean squared error between the estimated autocorrelation function and at least one precomputed autocorrelation function .
用于估计由用户设备所传送的信号的多普勒扩展的当前机制可通过诸如图6所示的无线电基站12中的处理电路607之类的一个或多个处理器连同用于执行本文的实施例的功能的计算机程序代码一起来实现。上述程序代码还可作为计算机程序产品来提供,例如采取携带用于在被加载到无线电基站12时执行本解决方案的计算机程序代码的数据载体的形式。一种这样的载体可采取CDROM盘的形式。但是,采用诸如存储棒之类的其它数据载体是可行的。计算机程序代码还可作为服务器上的纯程序代码来提供,并且下载到无线电基站12。 The current mechanism for estimating the Doppler spread of a signal transmitted by a user equipment may be implemented by one or more processors such as the processing circuit 607 in the radio base station 12 shown in FIG. The computer program code of the function of example realizes together. The program code described above may also be provided as a computer program product, for example in the form of a data carrier carrying computer program code for executing the present solution when loaded into the radio base station 12 . One such carrier may take the form of a CDROM disc. However, it is possible to use other data carriers such as memory sticks. The computer program code can also be provided as pure program code on a server and downloaded to the radio base station 12 .
此外,无线电基站12可包括设置成用于存储估计、数据、应用以执行本文的实施例等的存储器电路608。 Furthermore, the radio base station 12 may comprise a memory circuit 608 arranged for storing estimates, data, applications to perform embodiments herein, etc.
在这里应当指出,无线电基站12又可称作例如NodeB、演进NodeB(eNB、eNodeB)、基站收发器、接入点基站、基站路由器或者能够与无线电基站12所服务的小区中的用户设备进行通信的任何其它网络单元,这取决于例如所使用的无线电接入技术和术语。可由例如无线通信终端、移动蜂窝电话、个人数字助理(PDA)、无线平台、膝上型计算机、计算机或者能够与无线电基站12进行无线通信的任何其它种类的装置来表示用户设备10。 It should be noted here that the radio base station 12 may also be referred to as eg a NodeB, an evolved NodeB (eNB, eNodeB), a base transceiver station, an access point base station, a base station router or be capable of communicating with user equipment in the cell served by the radio base station 12 Any other network element, depending on e.g. the radio access technology and terminology used. User equipment 10 may be represented by, for example, a wireless communication terminal, mobile cellular telephone, personal digital assistant (PDA), wireless platform, laptop, computer or any other kind of device capable of wireless communication with radio base station 12 .
在附图和说明书中,公开了本发明的示范实施例。但是,可对这些实施例进行许多变更和修改,而没有基本上背离本发明的原理。因此,虽然采用具体术语,但是,它们仅以一般及描述意义来使用,而不是进行限制,本发明的范围由以下权利要求来限定。 In the drawings and specification, there are disclosed exemplary embodiments of the invention. However, many changes and modifications may be made to these embodiments without substantially departing from the principles of the invention. Accordingly, while specific terms are employed, they are used in a generic and descriptive sense only and not in a limiting sense, the scope of the invention being defined by the following claims.
Claims (12)
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| PCT/SE2010/051203 WO2012060751A1 (en) | 2010-11-04 | 2010-11-04 | A radio base station and a method therein for estimating a doppler spread |
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| US9112737B2 (en) * | 2013-03-06 | 2015-08-18 | Qualcomm Incorporated | Systems and methods for determining a channel variation metric |
| EP3320627A1 (en) * | 2015-08-07 | 2018-05-16 | Huawei Technologies Co., Ltd. | Analog beamforming devices |
| CN106100692A (en) * | 2016-08-29 | 2016-11-09 | 东南大学 | MIMO OFDM underwater sound communication system doppler spread method of estimation |
| US11038719B2 (en) | 2019-04-30 | 2021-06-15 | Qualcomm Incorporated | Channel estimation for systems with PLL phase discontinuities |
| CN114244655B (en) * | 2021-12-16 | 2023-09-12 | 哲库科技(北京)有限公司 | Signal processing methods and related devices |
| WO2024033810A1 (en) * | 2022-08-08 | 2024-02-15 | Telefonaktiebolaget Lm Ericsson (Publ) | Autocorrelation function characteristics estimation and reporting |
| CN118444313B (en) * | 2024-04-28 | 2025-04-04 | 自然资源部第一海洋研究所 | SAR polarimetric measurement method and system based on polarimetric autocorrelation matrix |
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| US6922452B2 (en) * | 2001-03-27 | 2005-07-26 | Telefonaktiebolaget L M Ericsson (Publ) | Method and apparatus for estimating Doppler spread |
| US8897385B2 (en) * | 2009-10-20 | 2014-11-25 | Maxlinear, Inc. | Doppler estimator for OFDM systems |
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| CN1351781A (en) * | 1999-03-22 | 2002-05-29 | 艾利森公司 | Doppler spread estimation system |
| US6680969B1 (en) * | 1999-03-22 | 2004-01-20 | Ericsson, Inc. | Methods for estimating doppler spreads including autocorrelation function hypotheses and related systems and receivers |
| WO2001013537A1 (en) * | 1999-08-12 | 2001-02-22 | Ericsson Inc | Doppler spread estimation using channel autocorrelation function hypotheses |
| CN1529970A (en) * | 2001-05-31 | 2004-09-15 | Ħ��������˾ | Doppler spread/velocity estimation in a mobile wireless communications device and method therefor |
| WO2010008245A2 (en) * | 2008-07-17 | 2010-01-21 | Lg Electronics Inc. | Method and apparatus for transmitting reference signal in multiple antenna system |
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