Cognitive Positioning Systems
Celebi, H.
Arslan, H.
Univ. of South Florida, Tampa;
This paper appears in: Wireless Communications, IEEE Transactions on
Publication Date: December 2007
Volume: 6,
Issue: 12
On page(s): 4475-4483
ISSN: 1536-1276
INSPEC Accession Number: 9766686
Digital Object Identifier: 10.1109/TWC.2007.060300
Current Version Published: 2007-12-10
Abstract
Location awareness is one of the essential characteristics of cognitive radios. In this paper, an innovative cognitive positioning system (CPS) that achieves accuracy adaptation in both indoor and outdoor environments is proposed as a step towards realization of location awareness in cognitive radios. The proposed CPS is composed of two modes; bandwidth determination and enhanced dynamic spectrum management (EDSM). Bandwidth determination equations are derived through Cramer-Rao Lower Bound (CRLB) for both additive white Gaussian noise (AWGN) and multipath channels. An EDSM system providing the optimum available bandwidth to the CPS is proposed. Overlay spectrum access based EDSM (O-EDSM) and hybrid overlay and underlay spectrum access based EDSM (H-EDSM) are two schemes that are introduced. A switching mechanism that manages the transition between underlay and overlay spectrum usage modes for the H-EDSM algorithm is presented. The theoretical analysis of the mechanism is carried out using Two-slope model. Simulation results, challenges and complexity options for the implementation of the CPS are outlined. Our study reveals the existence of a trade-off between the accuracy and complexity in the cognitive positioning systems.
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