AbstractsComputer Science

Cross-Layer Design for Wireless Networks Using Antenna Arrays

by Ece Gelal




Institution: University of California – Riverside
Department: Computer Science
Year: 2009
Keywords: Computer Science; antenna arrays; cross-layer design; MIMO; multi-hop networks; topology control; Wireless communications
Record ID: 1844228
Full text PDF: http://www.escholarship.org/uc/item/8w72t66c


Abstract

One of the major problems experienced by wireless multi-hop networks is the intermittent network connectivity, which is a consequence of fluctuating link quality due to signal fading.Antenna array technology has been proposed to alleviate the problem of signal fading,and it provides significant performance increase on a single link. However, translating this link-level performance increase to an end-to-end gain in multi-hop networks is not straightforward; a cross-layer design is necessary to efficiently facilitate this translation. In this dissertation, we present cross-layer design approaches for providing end-to-end performance increase in multi-hop networks using antenna arrays. Each approach is designed to utilize a special capability with antenna arrays. Using antenna arrays, nodes can increase the signal strength in a specific direction;i.e., perform directional communications. Using directional communications in a multi-hop network requires nodes to periodically update the directions of their neighbors, which introduces an overhead. We propose topology control algorithms that enable the use of directional communications in multi-hop networks with bounded overhead. The bounds provided by our Low Degree Spanner (LDS) and Distributed LDS (D-LDS) algorithms are near-optimal. Space-Time Block Coding (STBC) with antenna arrays (referred to as MIMO-STBC) offers significant robustness to fading without an overhead at the higher layers.Robust MIMO-STBC links can also provide performance improvements at the higher layersby the design of proper protocols. Such a design necessitates an accurate representation of the MIMO-STBC link behavior. To date, simplistic representations have been used. We design an accurate representation of MIMO-STBC communications, which we show to have a high fidelity to the MIMO-STBC communications in practice.Antenna arrays also facilitate the spatial multiplexing of signals, allowing a node to transmit and receive multiple signals simultaneously. In a multi-hop network, spatial multiplexing enables receptions from multiple concurrent transmitters. However, such a reception is successful only ifboth the number and the strength of concurrent transmissions is controlled by a higher-layer mechanism. We design topology control algorithms for activating a maximal number of communications simultaneously, while ensuring that every communication is successful with high probability.