Posture estimation of hose-shaped robot by using active microphone array

Yoshiaki Bando, Takuma Otsuka, Takeshi Mizumoto, Katsutoshi Itoyama, Masashi Konyo, Satoshi Tadokoro, Kazuhiro Nakadai, Hiroshi G. Okuno

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Hose-shaped rescue robots have been developed for searching narrow spaces such as under collapsed buildings. The posture estimation independent of the past history is critical, because conventional inertial-sensor-based posture estimation has two main problems; a cumulative error problem peculiar to inertial sensors, and a sudden posture change problem caused by external forces. For coping with the two problems, we developed a novel posture estimation method by putting an active microphone array, a set of microphones and loudspeakers, on the robot. The method calculates the time difference of arrival (TDOA) of the reference signal emitted from one loudspeaker, and estimates the posture from the distance obtained by TDOA. This concise method still has three problems: (1) external noise, (2) reverberation and reflection, and (3) obstacles. These problems are tackled by (1) TSP signal, (2) GCC-PHAT and a threshold-based onset detection, and (3) rejecting incorrect onset times, respectively. Experiments with simulated sounds and actual recordings demonstrate that the method attains the performance of estimation comparable to that of conventional methods, that is, less than 20 cm of the tip position error. Even without historical data, the method attains the similar performance while conventional methods fail.

Original languageEnglish
Pages (from-to)35-49
Number of pages15
JournalAdvanced Robotics
Volume29
Issue number1
DOIs
Publication statusPublished - 2015 Jan 2
Externally publishedYes

Fingerprint

Hose
Microphones
Robots
Loudspeakers
Reverberation
Sensors
Acoustic noise
Acoustic waves
Experiments
Time difference of arrival

Keywords

  • active microphone array
  • hose-shaped robot
  • localization
  • rescue robotics
  • robot audition

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Human-Computer Interaction
  • Computer Science Applications
  • Hardware and Architecture
  • Software

Cite this

Posture estimation of hose-shaped robot by using active microphone array. / Bando, Yoshiaki; Otsuka, Takuma; Mizumoto, Takeshi; Itoyama, Katsutoshi; Konyo, Masashi; Tadokoro, Satoshi; Nakadai, Kazuhiro; Okuno, Hiroshi G.

In: Advanced Robotics, Vol. 29, No. 1, 02.01.2015, p. 35-49.

Research output: Contribution to journalArticle

Bando, Y, Otsuka, T, Mizumoto, T, Itoyama, K, Konyo, M, Tadokoro, S, Nakadai, K & Okuno, HG 2015, 'Posture estimation of hose-shaped robot by using active microphone array', Advanced Robotics, vol. 29, no. 1, pp. 35-49. https://doi.org/10.1080/01691864.2014.981291
Bando Y, Otsuka T, Mizumoto T, Itoyama K, Konyo M, Tadokoro S et al. Posture estimation of hose-shaped robot by using active microphone array. Advanced Robotics. 2015 Jan 2;29(1):35-49. https://doi.org/10.1080/01691864.2014.981291
Bando, Yoshiaki ; Otsuka, Takuma ; Mizumoto, Takeshi ; Itoyama, Katsutoshi ; Konyo, Masashi ; Tadokoro, Satoshi ; Nakadai, Kazuhiro ; Okuno, Hiroshi G. / Posture estimation of hose-shaped robot by using active microphone array. In: Advanced Robotics. 2015 ; Vol. 29, No. 1. pp. 35-49.
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