Name
Abstract | ||
|---|---|---|
The work establishes fundamental limits between rate, reliability and computational complexity, for the general setting of outage-limited MIMO communications. In the high-SNR regime, the limits are optimized over all encoders, all decoders, and all complexity regulating policies. The work then proceeds to explicitly identify encoder-decoder designs and policies, that meet this optimal tradeoff. In practice, the limits aim to meaningfully quantify different pertinent and interrelated measures, such as the optimal rate-reliability capabilities per unit complexity and power, the optimal diversity gains per complexity costs, or the optimal goodput per flop. Finally the tradeoff's simple nature, renders it useful for insightful comparison of the rate-reliability-complexity capabilities for different encoders-decoders. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/ISIT.2010.5513479 | international symposium on information theory |
Keywords | Field | DocType |
mimo communication,computational complexity,decoding,telecommunication network reliability,complexity regulating policies,encoder-decoder designs,multiple-input multiple-output communications,optimal diversity gains,outage limited mimo communications,rate-reliability-complexity limits,diversity-multiplexing tradeoff,complexity,fundamental limits,lattice reduction,multiple-input multiple-output (mimo),regularization,space-time coders-decoders,space time | Discrete mathematics,Control theory,Computer science,MIMO,Encoder,Goodput,Decoding methods,Multiplexing,Lattice reduction,Reliability engineering,Encoding (memory),Computational complexity theory | Journal |
Volume | ISBN | Citations |
abs/1006.4524 | 978-1-4244-7891-0 | 1 |
PageRank | References | Authors |
0.39 | 18 | 2 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Petros Elia | 1 | 545 | 40.89 |
| Joakim Jalden | 2 | 243 | 21.59 |