TY - JOUR
T1 - Data Reduction Design Based on Delta-Sigma Modulator in Quantized Scaling-Bilateral Control for Realizing of Haptic Broadcasting
AU - Takeya, Masaki
AU - Kawamura, Yusuke
AU - Katsura, Seiichiro
N1 - Funding Information:
This work was supported by the Japan Society for the Promotion of Science KAKENHI.
Publisher Copyright:
© 1982-2012 IEEE.
PY - 2016/3
Y1 - 2016/3
N2 - This paper proposes haptic data quantization in communication systems in which all haptic information is transmitted through a network. From an engineering view point, bilateral control with master and slave manipulators has been studied to reproduce kinesthetic sensations. However, in scaled haptic transmission applications, communication constraints are a serious problem especially in a microspace. Moreover, communication delay deteriorates the performance of haptic sensation transmission when a large amount of data flows into a communication line. To reduce the communication delay caused by the amount of information and communication constraints, a data quantization method is discussed. Along with audio and visual information, an encoding technique is often applied to haptic information. In particular, a delta-sigma modulator based on a static quantizer has low computational complexity, and it reduces the quantization error in a low-frequency domain. Therefore, haptic sensation transmission with the modulator is constructed in quantized scaling-bilateral control. According to the analyses of hybrid parameters including the interference of a quantization error and a communication delay, the performance of haptic sensation transmission is evaluated. In experiments with a communication delay, stable operation and improved performance are achieved to reduce all information: current, position, and force.
AB - This paper proposes haptic data quantization in communication systems in which all haptic information is transmitted through a network. From an engineering view point, bilateral control with master and slave manipulators has been studied to reproduce kinesthetic sensations. However, in scaled haptic transmission applications, communication constraints are a serious problem especially in a microspace. Moreover, communication delay deteriorates the performance of haptic sensation transmission when a large amount of data flows into a communication line. To reduce the communication delay caused by the amount of information and communication constraints, a data quantization method is discussed. Along with audio and visual information, an encoding technique is often applied to haptic information. In particular, a delta-sigma modulator based on a static quantizer has low computational complexity, and it reduces the quantization error in a low-frequency domain. Therefore, haptic sensation transmission with the modulator is constructed in quantized scaling-bilateral control. According to the analyses of hybrid parameters including the interference of a quantization error and a communication delay, the performance of haptic sensation transmission is evaluated. In experiments with a communication delay, stable operation and improved performance are achieved to reduce all information: current, position, and force.
KW - Real-world haptics
KW - data reduction,bilateral control
KW - delta-sigma modulator
KW - quantization error
UR - http://www.scopus.com/inward/record.url?scp=84962406588&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84962406588&partnerID=8YFLogxK
U2 - 10.1109/TIE.2015.2512233
DO - 10.1109/TIE.2015.2512233
M3 - Article
AN - SCOPUS:84962406588
SN - 0278-0046
VL - 63
SP - 1962
EP - 1971
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 3
M1 - 7365421
ER -