Title :
Series feedforward interconnected adaptive devices
Author :
Walsh, John MacLaren ; Johnson, C. Richard, Jr.
Author_Institution :
Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY, USA
Abstract :
We examine performance issues encountered when connecting two adaptive signal processing devices in a series feedforward fashion. After introducing the notion of an adaptive element, we develop a simple behavior theory for series feedforward connected adaptive elements given a few reasonable assumptions. We then move on to predict ways such interconnections of adaptive elements may misbehave. A brief example of misbehavior in a pair of interconnected adaptive receiver components is included to highlight the implications of this emerging theory.
Keywords :
adaptive signal processing; feedforward; adaptive signal processing devices; behavior theory; series feedforward interconnected devices; series interconnected devices; Adaptive control; Adaptive signal processing; Adaptive systems; Chemical elements; Humans; Joining processes; Neurons; Programmable control; Signal processing; Visual system;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326290