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Completely Stale Transmitter Channel State Information is Still Very Useful
Abstract
Transmitter channel state information (CSIT) is crucial for the multiplexing gains offered by advanced interference management techniques such as multiuser multiple-input multiple-output (MIMO) and interference alignment. Such CSIT is usually obtained by feedback from the receivers, but the feedback is subject to delays. The usual approach is to use the fed back information to predict the current channel state and then apply a scheme designed assuming perfect CSIT. When the feedback delay is large compared to the channel coherence time, such a prediction approach completely fails to achieve any multiplexing gain. In this paper, we show that even in this case, the completely stale CSI is still very useful. More concretely, we show that in an MIMO broadcast channel with$K$transmit antennas and$K$receivers each with 1 receive antenna,${{K}\over{1+{{1}\over{2}}+\ldots+{{1}\over{K}}}}(>1)$degrees of freedom is achievable even when the fed back channel state is completely independent of the current channel state. Moreover, we establish that if all receivers have independent and identically distributed channels, then this is the optimal number of degrees of freedom achievable. In the optimal scheme, the transmitter uses the fed back CSI to learn the side information that the receivers receive from previous transmissions rather than to predict the current channel state. Our result can be viewed as the first example of feedback providing a degree-of-freedom gain in memoryless channels.
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Cited by
Peng, M., Sun, Y., Li, X., Mao, Z., & Wang, C. (2016) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2016.2548658 · Cited by 386
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference
Yang, K., Shi, Y., Yu, W., & Ding, Z. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2979523 · Cited by 65
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI
Shi, Y., Zhang, J., & Letaief, K. B. (2015) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2015.2442957 · Cited by 63
Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty
Shi, Y., Zhang, J., & Letaief, K. B. (2015) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2014.2385669 · Cited by 61
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit
Shi, Y., Zhang, J., & Letaief, K. B. (2016) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2016.2544758 · Cited by 56
Metadata
- Authors
- Maddah-Ali, M. A., & Tse, D.
- Venue
- IEEE Transactions on Information Theory
- Published
- 2012-07
- Volume
- 58
- Issue
- 7
- Pages
- 4418-4431
- ISSN
- 0018-9448 (ISSN-L)
- 1557-9654
- OpenAlex
- W2124982134
- Cited by
- 467
- References
- 0
- FWCI
- 41.51
- Type
- journal article
- Language
- en
- Open access
- closed
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- Maddah-Ali, M. A., & Tse, D. (2012). Completely Stale Transmitter Channel State Information is Still Very Useful. IEEE Transactions on Information Theory. https://doi.org/10.1109/tit.2012.2193116
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