Title :
Modal space-time channel decomposition for dynamic resource allocation in wireless networks
Author :
Tantinarawat, Kraiyut ; Sayeed, Akbar ; Ramanathan, Parmesh
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
In mobile wireless networks, dynamic allocation of power and bandwidth must respond to changes in the quality of the wireless link in addition to changes in traffic conditions. A key stumbling block in accounting for the quality of the wireless link is accurate yet tractable modeling of the time-varying channel characteristics. We introduce a framework for dynamic resource allocation in code-division multiple access (CDMA) systems based on the notion of canonical space-time modes (CSTMs). The CSTMs are defined by fixed space-time basis waveforms that correspond to a fundamental sampling of multipath delays, Doppler shifts, and spatial angles encountered during propagation. The CSTMs decompose the dispersive wireless channel into nondispersive virtual channels, each providing a fraction of the overall bandwidth. We consider rate and bit error rate as the Quality-of-Service (QoS) parameters. The QoS requirements are accommodated by distributing the CSTMs between different streams in proportion to their rates and adjusting the powers in the CSTMs according to the required bit error rates. The performance of this simple resource allocation strategy is compared for various CSTM-based CDMA transceiver structures
Keywords :
Doppler shift; bandwidth allocation; code division multiple access; delays; dispersive channels; error statistics; land mobile radio; multipath channels; multiuser channels; quality of service; radio networks; signal sampling; telecommunication traffic; CDMA systems; CSTM-based CDMA transceiver structures; Doppler shifts; bandwidth; bit error rate; canonical space-time modes; code-division multiple access; dispersive wireless channel; dynamic bandwidth allocation; dynamic power allocation; dynamic resource allocation; mobile wireless networks; modal space-time channel decomposition; multipath delays; nondispersive virtual channels; quality of service; sampling; space-time basis waveforms; spatial angles; time-varying channel characteristics; traffic conditions; wireless link quality; wireless networks; Bandwidth; Bit error rate; Multiaccess communication; Power system modeling; Resource management; Sampling methods; Telecommunication traffic; Time-varying channels; Traffic control; Wireless networks;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop. 2000. Proceedings of the 2000 IEEE
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-6339-6
DOI :
10.1109/SAM.2000.878042