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What is Adaptive Algorithm

Handbook of Research on Heterogeneous Next Generation Networking: Innovations and Platforms
Algorithm used to drive the coefficients of an adaptive filter (such as an adaptive equaliser) to a set of values minimising some prescribed error function.
Published in Chapter:
Efficient Receiver Implementation for Mobile Applications
Costas Chaikalis (TEI of Larissa, Greece) and Felip Riera-Palou (University of the Balearic Islands, Spain)
DOI: 10.4018/978-1-60566-108-7.ch013
Abstract
Modern and future wireless communication systems such as UMTS and beyond 3G systems (B3G) are expected to support very high data rates to/from mobile users. This poses important challenges on the handset design as they should be able to attain an acceptable operating bit error rate (BER) while employing a limited set of resources (i.e. low complexity, low power) and often, with tight processing delay constraints. In this chapter we study how channel decoding and equalisation, two widely used mechanisms to combat the deleterious channel effects, can be made adaptable in accordance to the instantaneous operating environment. Simulation results are given demonstrating how receiver reconfigurability is a promising method to achieve complexity/delay efficient receivers while maintaining prescribed quality of service (QoS) constraints.
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More Results
Signal Processing Techniques for Audio and Speech Applications
Method used to modify the filter coefficients, online, in order to minimize the power of an adaptive filter output error.
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Optimization Algorithms in Local and Global Positioning
algorithm that changes its behavior based on the information available at the time it is running. This field includes the families of least mean squares, recursive least mean squares, and Kalman filters.
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