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WPT based compression for bilateral control

  • Ahmet Kuzu
  • , Eray A. Baran
  • , Seta Bogosyan
  • , Metin Gokasan
  • , Asif Sabanovic
  • Istanbul Technical University
  • Scientific and Technological Research Council of Turkey
  • Sabanci University
  • University of Alaska Fairbanks

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıHakem

2 Atıf (Scopus)

Özet

This paper introduces a codec scheme for compressing control and feedback signals especially for bilateral control systems. The method uses a low pass filter and Wavelet Packet Transform (WPT) for coding and Inverse Wavelet Packet Transform (IWPT) for decoding. Data compression is handled in low pass filter output by reducing sampling rate; and in high pass filter output by reducing wavelet outputs. Codec works on both data paths, which flows between a master system and a slave system over a networked control architecture. With the proposed scheme, a greater percent of the compressed data can be recovered using the same compression rate. It is confirmed that the controller using compressors and decompressors performs similarly as the uncompressed one while enabling transmission of much less data over network. The viability of the proposed scheme is proven by experiments on a single-DOF motion control system controlled over network. Proposed method is also compared with a benchmark method which uses DFT for compression.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society
Sayfalar5686-5691
Sayfa sayısı6
DOI'lar
Yayın durumuYayınlandı - 2013
Etkinlik39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013 - Vienna, Austria
Süre: 10 Kas 201314 Kas 2013

Yayın serisi

AdıIECON Proceedings (Industrial Electronics Conference)

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???event.eventtypes.event.conference???39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013
Ülke/BölgeAustria
ŞehirVienna
Periyot10/11/1314/11/13

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