Massive Mimo Detection Algorithm and VLSI Architecture
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Book Overview
CHAPTER 1 INTRODUCTION ............................................................................................................................................. 4
1.1. Application Requirements .................................................................................................................................... 5
1.1.1 Typical Applications in Future ..........................................................................................................................................5
1.1.2 Communication System Requirements .............................................................................................................................8
1.2 Mobile Communication and MIMO Detection ................................................................................................... 11
1.2.1 Development of Communication Technologies ..............................................................................................................11
1.2.2 Key 5G Technologies ......................................................................................................................................................12
1.2.3 MIMI Baseband Processing ............................................................................................................................................17
1.2.4 Difficulties in Massive MIMO Detection .......................................................................................................................22
1.3 Status Quo of MIMO Detection Chip Research .................................................................................................. 23
1.3.1 ISAP-based MIMO Detection Chip ................................................................................................................................23
1.3.2 ASIC-based MIMO Detection Chip ................................................................................................................................29
1.3.3 Limitation of Traditional MIMO Detection Chips ..........................................................................................................43
1.4 Dynamic Reconfigurable Chip Technologies of MIMO Detection ..................................................................... 44
1.4.1 Overview of Reconfigurable Computing ........................................................................................................................44
1.4.2 Status Quo of Dynamic Reconfiguration Chip of MIMO Detection ...............................................................................52CHAPTER 2 LINEAR MASSIVE MIMO DETECTION ALGORITHM .................................................................................... 68
2.1 Analysis of Linear Detection Algorithm .............................................................................................................. 68
2.2 Neumann Series Approximation Algorithm ........................................................................................................ 71
2.2.1 Algorithm Design ........................................................................................................................................................71
2.2.2 Error Analysis ..............................................................................................................................................................72
2.2.3 Complexity and Block Error Rate ...................................................................................................................................75
2.3 Chebyshev Iteration Algorithm ........................................................................................................................... 79
2.3.1 Algorithm Design ...............................................................................................
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