Much debate surrounds the pros and cons of linear precoders in wireless communication systems. This two-part paper contributes to the debate by formulating the precoder design problem as an optimisation problem and studying the optimal solutions, thereby gaining a better understanding of how precode
Design and analysis of linear precoders under a mean square error criterion, Part II: MMSE designs and conclusions
โ Scribed by Jonathan H. Manton
- Publisher
- Elsevier Science
- Year
- 2003
- Tongue
- English
- Weight
- 250 KB
- Volume
- 49
- Category
- Article
- ISSN
- 0167-6911
No coin nor oath required. For personal study only.
โฆ Synopsis
Part I of this two-part paper formulated the precoder design problem as an optimisation problem and solved it with respect to a worst case criterion. Part II studies a similar optimisation problem but with respect to a criterion measuring average performance. A stochastic optimisation algorithm is proposed for solving this problem. For special cases, closed form solutions are also given. These results indicate linear precoders reduce the e ects of frequency distortion caused by multipath channels but are powerless to counteract additive white Gaussian noise. The conclusion is linear precoders should introduce only a small amount of redundancy and be used in conjunction with an error correcting code capable of combatting additive noise.
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