CLUSTERING OF INTERLEAVED PULSES USING SYSTOLIC ARRAY

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NASERI A.; SHAHHOSEINI H.S.; NADERI MAJID

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Journal: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH) Year:2004 | Volume:15 | Issue:3 Page(s): 101-107

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Information Journal Paper

Title

CLUSTERING OF INTERLEAVED PULSES USING SYSTOLIC ARRAY

Author(s)

NASERI A. | SHAHHOSEINI H.S. | NADERI MAJID | Issue Writer Certificate

Keywords

PULSE TRAINQ4

MATRIX OPERATIONQ4

SYSTOLIC ARRAYQ4

CLUSTERINGQ4

PARALLELISMQ4

Abstract

Clustering is widely used in many scientific areas. In an ESM system CLUSTERING the input radar pluses is a main part of operation, which needs considerable time. The main goal of different CLUSTERING algorithms is the reduction of computation time to reach to a real-time system, which is a vital feature of ESM systems.In this paper a matrix-based method, MMC, is implemented for CLUSTERING PULSE TRAIN. MMC is a multi-step algorithm, which in each step the sub-clusters of previous step are splitted. This division continues until no dividable sub-cluster will remain. To reach a real-time operation MMC must perform in parallel manner. So in this paper MMC is implemented by SYSTOLIC ARRAY, which is the best parallel architecture for MATRIX OPERATION. To evaluate MMC, a radar environment is simulated. The simulation results show MMC can act as an effective CLUSTERING algorithm in an ESM system.

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APA: Copy

NASERI, A., SHAHHOSEINI, H.S., & NADERI, MAJID. (2004). CLUSTERING OF INTERLEAVED PULSES USING SYSTOLIC ARRAY. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), 15(3), 101-107. SID. https://sid.ir/paper/52601/en

Vancouver: Copy

NASERI A., SHAHHOSEINI H.S., NADERI MAJID. CLUSTERING OF INTERLEAVED PULSES USING SYSTOLIC ARRAY. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH)[Internet]. 2004;15(3):101-107. Available from: https://sid.ir/paper/52601/en

IEEE: Copy

A. NASERI, H.S. SHAHHOSEINI, and MAJID NADERI, “CLUSTERING OF INTERLEAVED PULSES USING SYSTOLIC ARRAY,” INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), vol. 15, no. 3, pp. 101–107, 2004, [Online]. Available: https://sid.ir/paper/52601/en

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