Title :
Cooperative and Constrained MIMO Communications in Wireless Ad Hoc/Sensor Networks
Author :
Qu, Qi ; Milstein, Laurence B. ; Vaman, Dhadesugoor R.
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of California at San Diego, La Jolla, CA, USA
fDate :
10/1/2010 12:00:00 AM
Abstract :
In this paper, we investigate the issue of cooperative node selection in MIMO communications for wireless ad hoc/sensor networks, where a source node is surrounded by multiple neighbors and all of them are equipped with a single antenna. Given energy, delay and data rate constraints, a source node dynamically chooses its cooperating nodes from its neighbors to form a virtual MIMO system with the destination node (which is assumed to have multiple antennas), as well as adaptively allocates the power level and adjusts the constellation size for each of the selected cooperative nodes. In order to optimize system performance, we jointly consider the optimization of all these parameters, given the aforementioned system constraints. We assume that the source node either has CSI, or has no CSI. Heuristic algorithms, such as maximal channel gain (MCG) and least channel correlation (LCC) algorithms are proposed in order to exploit available system information and to solve the constrained optimization problem.
Keywords :
MIMO communication; ad hoc networks; channel allocation; correlation methods; multibeam antennas; optimisation; wireless sensor networks; CSI; LCC algorithms; MCG; MIMO communications; constrained optimization problem; cooperative node selection; data rate constraints; heuristic algorithms; least channel correlation algorithms; maximal channel gain; multiple antennas; multiple neighbors; single antenna; source node; system performance; virtual MIMO system; wireles sensor networks; wireless ad hoc networks; Ad hoc networks; Correlation; Delay; MIMO; Optimization; System performance; Wireless communication; Cooperative/virtual MIMO; QR decomposition; ad hoc; channel state information (CSI); constellation size; correlation; delay; energy; fading; optimization; power; sensor;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2010.090210.091119