TY - JOUR
T1 - Event-Driven Tactile Sensing System including 100 CMOS-MEMS Integrated 3-Axis Force Sensors Based on Asynchronous Serial Bus Communication
AU - Shao, Chenzhong
AU - Hirano, Hideki
AU - Miyaguchi, Hiroshi
AU - Nomoto, Munetaka
AU - Muroyama, Masanori
AU - Tanaka, Shuji
N1 - Funding Information:
Manuscript received March 25, 2020; revised April 24, 2020; accepted April 26, 2020. Date of publication April 29, 2020; date of current version August 5, 2020. This work was supported by the project of “Development of the Key Technologies for the Next-Generation Artificial Intelligence/Robots” organized by New Energy and Industrial Technology Development Organization (NEDO). The associate editor coordinating the review of this article and approving it for publication was Prof. Jean-Michel Redoute. (Corresponding author: Chenzhong Shao.) Chenzhong Shao, Hideki Hirano, and Masanori Muroyama are with the Microsystem Integration Center, Tohoku University, Sendai 980-8579 Japan (e-mail: shaochenzhong@mems. mech.tohoku.ac.jp; hirano@mems.mech.tohoku.ac.jp; muroyama@ mems.mech.tohoku.ac.jp).
Publisher Copyright:
© 2001-2012 IEEE.
PY - 2020/9/1
Y1 - 2020/9/1
N2 - This paper describes an event-driven tactile sensing system including 100 CMOS-MEMS integrated 3-axis force sensors of 2.7 mm square footprint for providing robot tactile sensation. The system has the following features: (1) the event-driven function of the CMOS LSI integrated in the sensor can reduce the number of stimulated sensors, (2) the stimulated sensors send data packets on a shared differential bus line of 90 cm by asynchronous serial communication, and (3) the data collision avoidance and adaptation functions of the sensor enable multiple sensors to be stimulated simultaneously. According to the event-driven function, the sensor sends data packets only when the digital sensing value is over a set threshold. The collision avoidance function detects data collisions, stops sending data, and avoids further collisions. The adaptation function varies the time interval between data packets and reduces the bus occupation by a specific sensor. These functions make the sensor autonomous to some extent that can judge whether and when to send data packets. The sensor in the system can operate at a data sending rate of 1 Mbps, 2 Mbps, 4 Mbps, or 8 Mbps by configurations. When 100 sensors with the same function settings are stimulated, almost the same amount of data packets are received from each sensor. As the data rate changing from 1 Mbps to 8 Mbps, the average sampling frequency of the 100 sensors is about 36.87 Hz, 73.00 Hz, 142.99 Hz, and 274.28 Hz with the data packet format of 244 bits.
AB - This paper describes an event-driven tactile sensing system including 100 CMOS-MEMS integrated 3-axis force sensors of 2.7 mm square footprint for providing robot tactile sensation. The system has the following features: (1) the event-driven function of the CMOS LSI integrated in the sensor can reduce the number of stimulated sensors, (2) the stimulated sensors send data packets on a shared differential bus line of 90 cm by asynchronous serial communication, and (3) the data collision avoidance and adaptation functions of the sensor enable multiple sensors to be stimulated simultaneously. According to the event-driven function, the sensor sends data packets only when the digital sensing value is over a set threshold. The collision avoidance function detects data collisions, stops sending data, and avoids further collisions. The adaptation function varies the time interval between data packets and reduces the bus occupation by a specific sensor. These functions make the sensor autonomous to some extent that can judge whether and when to send data packets. The sensor in the system can operate at a data sending rate of 1 Mbps, 2 Mbps, 4 Mbps, or 8 Mbps by configurations. When 100 sensors with the same function settings are stimulated, almost the same amount of data packets are received from each sensor. As the data rate changing from 1 Mbps to 8 Mbps, the average sampling frequency of the 100 sensors is about 36.87 Hz, 73.00 Hz, 142.99 Hz, and 274.28 Hz with the data packet format of 244 bits.
KW - CMOS-MEMS integrated sensor
KW - event-driven function
KW - sensor platform LSI
KW - tactile sensing system
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U2 - 10.1109/JSEN.2020.2991259
DO - 10.1109/JSEN.2020.2991259
M3 - Article
AN - SCOPUS:85089515436
SN - 1530-437X
VL - 20
SP - 10159
EP - 10169
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 17
M1 - 9081955
ER -