Title :
A General MIMO Detection Scheme and Its Performance-Complexity Tradeoff
Author :
Chang, Ronald Y. ; Chung, Wei-Ho
Author_Institution :
Res. Center for Inf. Technol. Innovation, Taipei, Taiwan
Abstract :
A unified tree-search detection scheme based on Dijkstra´s algorithm is developed for MIMO systems. The proposed framework generalizes the original Dijkstra´s algorithm by allowing the memory usage, detection complexity, and sorting dynamic associated with the algorithm to be customized. By tuning different parameters, desired performance- complexity tradeoffs are attained and a fixed- complexity version can be produced to facilitate hardware implementation. Simulation results demonstrate that the proposed algorithm shows abilities to achieve highly favorable performance- complexity tradeoffs.
Keywords :
MIMO communication; signal detection; tree searching; Dijkstra algorithm; MIMO systems; detection complexity; general MIMO detection scheme; memory usage; performance-complexity tradeoff; sorting dynamic; unified tree-search detection; Algorithm design and analysis; Complexity theory; Heuristic algorithms; MIMO; Measurement; Signal processing algorithms; Sorting;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE
Conference_Location :
Houston, TX, USA
Print_ISBN :
978-1-4244-9266-4
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2011.6133967