Optimal partial feedback design for MIMO block fading channels with causal noiseless feedback
نویسندگان
چکیده
In this paper, we focus in investigating the optimal MIMO transmission strategy and the optimal feedback strategy for forward channel capacity and forward error exponent of the MIMO block fading channels when the feedback link is causal and has a capacity constraint. In this paper, we assume a forward MIMO block fading channel where the channel state information is estimated at the receiver and partially feedback to the transmitter. The feedback link is assumed to be noiseless and causal with a feedback capacity constraint in terms of maximum number of feedback bits per fading block. We show that the design of the optimal feedback scheme is identical to the design of vector quantizer (Loyld’s algorithm [1]) with a modified distortion measure. It is shown that in the general case, the optimal feedback strategy has a general form of power water-filling cascaded with beamforming matrix as well. Furthermore, we show that the SNR gain with feedback is contributed by focusing transmission power on active eigen-channel and temporal power waterfilling. The former factor contributed at most log10(nT )nR dB SNR gain when nT > nR in all SNR region while the latter contribution is significant only at low SNR region. Finally, MMSE receiver could be used to achieve the optimal capacity in the general case of partial feedback.
منابع مشابه
Compressed Sensing for Feedback Reduction in MIMO Broadcast Channels
We propose a generalized feedback model and compressive sensing based opportunistic feedback schemes for feedback resource reduction in MIMO Broadcast Channels under the assumption that both uplink and downlink channels undergo block Rayleigh fading. Feedback resources are shared and are opportunistically accessed by users who are strong, i.e. users whose channel quality information is above a ...
متن کاملFeedback gain in multiple antenna systems
Multiple antenna transmission and reception have been shown to significantly increase the achievable data rates of wireless systems. However, most of the existing analysis assumes perfect or no channel information at the receiver and transmitter. The performance gap between these extreme channel assumptions is large and most practical systems lie in between. Therefore, it is important to analyz...
متن کاملCausal/Predictive Imperfect Channel State Information in Block-Fading Channels
We consider a multi-input multi-output (MIMO) block-fading channel with a general model for channel state information at the transmitter (CSIT). The model covers systems with causal CSIT, where only CSIT of past fading blocks is available, and predictive CSIT, where CSIT of some future fading blocks is available. The optimal diversity-multiplexing tradeoff (DMT) and ratediversity tradeoff (RDT)...
متن کاملOutage Analysis and Optimization for Multiaccess/V-BLAST Architecture over MIMO Rayleigh Fading Channels
We consider multi-input multi-output (MIMO) Rayleigh block fading channels and examine the V-BLAST architecture proposed for point-to-point communications over such channels. The results obtained are also applicable to the MIMO multiaccess channel. We derive the outage probabilities or upper bounds to outage probabilities, obtained with the optimum decoder and various successive decoders, namel...
متن کاملAdaptive Channel Matched Extended Alamouti Space-time Code Exploiting Partial Feedback
Biljana Badic et al. 443 Since the publication of Alamouti’s famous space-time block code, various quasi-orthogonal space-time block codes (QSTBC) for multi-input multi-output (MIMO) fading channels for more than two transmit antennas have been proposed. It has been shown that these codes cannot achieve full diversity at full rate. In this paper, we present a simple feedback scheme for rich sca...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003