Capacity bounds for downlink channels with peak power constraints and causal relay networks = 최대파워 제약이 있는 다운링크 채널과 인과중계기 네트워크의 전송량에 대한 연구

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Capacity characterization of communication channels and systems is a fundamental problem in information theory. In most network models, the general capacities are still unknown. In this thesis, we focus on some bounds on the capacity. Specifically, we show inner bounds on the capacity for a multiple antenna broadcast channel with a per-antenna peak power constraint, and outer bounds on the capacity for a causal relay network. For inner bounds, a new achievable scheme is introduced which is suitable for the channel with peak power constraint based on dirty-tape coding (DTC). Also, we provide two outer bounds for relay networks with causal relays, where the transmit signals of relays depend on the current received symbol as well as on the past received symbols. First, we consider a Gaussian multiple-input single-output (MISO) broadcast channel with a per-antenna peak power constraint (simply peak power constraint). It is more realistic to consider the peak power constraint on each transmit antenna because in many practical implementations each antenna is equipped with its own power amplifier. Assuming the perfect knowledge of the channel state information (CSI) at the transmitter, we propose an achievable scheme using DTC. The ideal dirty-paper coding (DPC), which is a capacity-achieving scheme for the Gaussian multiple-input multiple-output (MIMO) broadcast channel, cannot be used for our model because its optimal input distribution is Gaussian and thus the peak power constraint is violated. On the other hand, the channel input of DTC is uniformly distributed in a fixed range, which helps to control the peak power of the transmit signal easily. We also present an algorithm that finds capacity-achieving beamforming vector and power allocation factors under a per-antenna average power constraint and use the optimized parameters in the proposed scheme. Simulation results show that the proposed scheme provides gains of 2.7dB over a non-DTC scheme based on minimum ...
Advisors
Chung, Sae-Youngresearcher정세영
Description
한국과학기술원 : 전기및전자공학과,
Publisher
한국과학기술원
Issue Date
2013
Identifier
513092/325007  / 020097044
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 전기및전자공학과, 2013.2, [ vii, 77 p. ]

Keywords

capacity; bounds; broadcast channel; causal relay; 캐패시티; 다운링크; 최대파워제약; 인과중계기; peak power constraint

URI
http://hdl.handle.net/10203/180123
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=513092&flag=dissertation
Appears in Collection
EE-Theses_Ph.D.(박사논문)
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