DocumentCode :
2759698
Title :
Latency-Information Theory: A Novel Latency Theory Revealed as Time Dual of Information Theory
Author :
Feria, Erlan H.
Author_Institution :
Dept. of Eng. Sci. & Phys., City Univ. of New YorkNew York, New York, NY
fYear :
2009
fDate :
4-7 Jan. 2009
Firstpage :
107
Lastpage :
112
Abstract :
This paper outlines a space-time duality study started in 2003 and leading to a latency-information theory (LIT) that unifies information theory with a novel latency theory revealed as time-dual. While information theory guides the design of communication systems, latency theory does the same for recognition systems. A unified recognition-communication system is an intelligence system and LIT illuminates its design. LIT naturally arose from the author´s desire to systematically address the design of a real-world intelligence system for DARPA´s knowledge-aided sensor signal processing expert reasoning (KASSPER) program. This work has led to practical intelligence system solutions that yield outstanding target detections under severely taxing environments, while also exhibiting several orders of magnitude savings in prior-knowledge storage-space, processing-time, and implementation complexity over standard schemes. Moreover, it has led to the discovery of a mathematical-physical duality guiding life system designs.
Keywords :
duality (mathematics); information theory; signal processing; DARPA; LIT; knowledge-aided sensor signal processing expert reasoning program; latency theory; latency-information theory; mathematical-physical duality guiding life system designs; prior-knowledge storage-space; real-world intelligence system; recognition systems; recognition-communication system; space-time duality study; target detections; Communication systems; Delay; Information theory; Intelligent sensors; Intelligent systems; Physics; Radar imaging; Radar signal processing; Sensor systems; Signal to noise ratio; Duality; Information; Intelligence; Latency; Life; Mathematics; Physics; Radar; Space; Time;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, 2009. DSP/SPE 2009. IEEE 13th
Conference_Location :
Marco Island, FL
Print_ISBN :
978-1-4244-3677-4
Electronic_ISBN :
978-1-4244-3677-4
Type :
conf
DOI :
10.1109/DSP.2009.4785904
Filename :
4785904
Link To Document :
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