Title :
Outsourcing the Complexity of Detection in MIMO Channels
Author :
De Miguel, Rodrigo ; Shental, Ori ; Muller, Rafael Rios ; Kanter, Ido
Author_Institution :
Dept. of Electron. & Telecomm., Norwegian Univ. of Sci. & Technol., Trondheim
Abstract :
A noisy MIMO channel operating under a strict complexity constraint at the receiver is introduced. According to this constraint, detected bits, obtained by performing hard decisions directly on the channel´s matched filter output must be the same as the transmitted binary inputs. In this simple detection scheme the complexity of detection is outsourced from the receiver back to the transmitter. Under a bounded noise assumption such complexity-constrained MIMO channel exhibits a non-trivial Shannon-theoretic capacity. It is shown that performance relies on rigorous interference-based multiantenna cooperation at the transmitter, and that the presence of a relay has a detrimental effect on the system performance bounds
Keywords :
MIMO communication; antenna arrays; communication complexity; matched filters; signal detection; wireless channels; bounded noise assumption; channel matched filter output; complexity-constrained MIMO channel; detection complexity; interference-based multiantenna cooperation; noisy MIMO channel; nontrivial Shannon-theoretic capacity; strict complexity constraint; Bandwidth; Interference; MIMO; Matched filters; Outsourcing; Power system reliability; Signal processing; System performance; Transmitters; Transmitting antennas;
Conference_Titel :
Information Theory Workshop, 2006. ITW '06 Chengdu. IEEE
Conference_Location :
Chengdu
Print_ISBN :
1-4244-0067-8
Electronic_ISBN :
1-4244-0068-6
DOI :
10.1109/ITW2.2006.323709