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ROBOT'S MOTION ERROR AND ONLINE COMPENSATION BASED ON FORCE SENSOR 被引量:2
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作者 GAN Fangjian LIU Zhengshi +1 位作者 REN Chuansheng ZHANG Ping 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第4期8-11,共4页
Robot's dynamic motion error and on-line compensation based on multi-axis force sensor are dealt with.It is revealed that the reasons of the error are formed and the relations of the error are delivered.A motion equa... Robot's dynamic motion error and on-line compensation based on multi-axis force sensor are dealt with.It is revealed that the reasons of the error are formed and the relations of the error are delivered.A motion equation of robot's termination with the error is established,and then,an error matrix and an error compensation matrix of the motion equation are also defined.An on-line error's compensation method is put forward to decrease the displacement error,which is a degree of millimeter,shown by the result of simulation of PUMA562 robot. 展开更多
关键词 Multi-axis force sensor robot ERROR COMPENSATION
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The ZigBee Based Wireless Sensor and Actor Network in Intelligent Space Oriented to Home Service Robot 被引量:1
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作者 Fei Lu Guo-Hui Tian 《International Journal of Communications, Network and System Sciences》 2012年第5期280-285,共6页
In the study of intelligent space oriented to home service robot, an important technology is how to construct an communication network which has the characters of high reliability and easy building. In this paper, bas... In the study of intelligent space oriented to home service robot, an important technology is how to construct an communication network which has the characters of high reliability and easy building. In this paper, based on the characteristics of ZigBee protocol, ZigBee technology is used to construct a wireless sensor and actor network. Several intelligent services based on ZigBee wireless sensor and actor network are shown to certify the reliability of this communication network. ZigBee wireless sensor and actor network builds an information bridge for the components in the intelligent space, the spatially distributed devices are connected together seamlessly. With this network, robot can share the mass information in the intelligent space and improve its performance with 'light-packs', devices in intelligent space, such as lamp, curtain can be controlled autonomously. 展开更多
关键词 Intelligent Space HOME Service robot Wireless sensor and ACTOR NETWORK ZIGBEE Technology
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Localized Coverage Connectivity Based on Shape and Area Using Mobile Sensor Robots in Wireless Sensor Networks 被引量:1
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作者 Rajaram Pichamuthu Prakasam Periasamy 《Circuits and Systems》 2016年第8期1962-1975,共15页
A wireless sensor network (WSN) is spatially distributing independent sensors to monitor physical and environmental characteristics such as temperature, sound, pressure and also provides different applications such as... A wireless sensor network (WSN) is spatially distributing independent sensors to monitor physical and environmental characteristics such as temperature, sound, pressure and also provides different applications such as battlefield inspection and biological detection. The Constrained Motion and Sensor (CMS) Model represents the features and explain k-step reach ability testing to describe the states. The description and calculation based on CMS model does not solve the problem in mobile robots. The ADD framework based on monitoring radio measurements creates a threshold. But the methods are not effective in dynamic coverage of complex environment. In this paper, a Localized Coverage based on Shape and Area Detection (LCSAD) Framework is developed to increase the dynamic coverage using mobile robots. To facilitate the measurement in mobile robots, two algorithms are designed to identify the coverage area, (i.e.,) the area of a coverage hole or not. The two algorithms are Localized Geometric Voronoi Hexagon (LGVH) and Acquaintance Area Hexagon (AAH). LGVH senses all the shapes and it is simple to show all the boundary area nodes. AAH based algorithm simply takes directional information by locating the area of local and global convex points of coverage area. Both these algorithms are applied to WSN of random topologies. The simulation result shows that the proposed LCSAD framework attains minimal energy utilization, lesser waiting time, and also achieves higher scalability, throughput, delivery rate and 8% maximal coverage connectivity in sensor network compared to state-of-art works. 展开更多
关键词 Localized Coverage Wireless Senor Network Automatic Detection Framework Geometric Voronoi Polygon Acquaintance Area Polygons Environment Monitoring Mobile sensor robots
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Building an Intelligent Home Space for Service Robot Based on Multi-Pattern Information Model and Wireless Sensor Networks 被引量:3
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作者 Fei Lu Guohui Tian +2 位作者 Fengyu Zhou Yinghua Xue Baoye Song 《Intelligent Control and Automation》 2012年第1期90-97,共8页
This paper is concerned with constructing a prototype intelligent home environment for home service robot. In this environment, multi-pattern information can be represented by some intelligent artificial marks. Light-... This paper is concerned with constructing a prototype intelligent home environment for home service robot. In this environment, multi-pattern information can be represented by some intelligent artificial marks. Light-packs service robots can provide reliable and intelligent service by interacting with the environment through the wireless sensor networks. The intelligent space consists the following main components: smart devices with intelligent artificial mark;home server that connects the smart device and maintains the information through wireless sensor network;and the service robot that perform tasks in collaboration with the environment. In this paper, the multi-pattern information model is built, the construction of wireless sensor networks is presented, the smart and agilely home service is introduced. Fi- nally, the future direction of intelligent space system is discussed. 展开更多
关键词 INTELLIGENT HOME Environment Service robot Artificial MARK WIRELESS sensor Networks
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A Sensing and Robot Navigation of Hybrid Sensor Network
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作者 Shuncai Yao Jindong Tan Hongxia Pan 《Wireless Sensor Network》 2010年第4期267-273,共7页
Traditional sensor network and robot navigation are based on the map of detecting fields available in advance. The optimal algorithms are explored to solve the energy saving, shortest path problems, etc. However, in p... Traditional sensor network and robot navigation are based on the map of detecting fields available in advance. The optimal algorithms are explored to solve the energy saving, shortest path problems, etc. However, in practical environment, there are many fields, whose map is difficult to get, and need to detect. This paper explores a kind of ad-hoc navigation algorithm based on the hybrid sensor network without the prior map. The system of navigation is composed of static nodes and mobile nodes. The static nodes monitor events occurring and broadcast. In the system, a kind of cluster broadcast method is adopted to determine the robot localization. The mobile nodes detect the adversary or dangerous fields and broadcast warning message. Robot gets the message and follows ad-hoc routine to arrive the events occurring place. In the whole process, energy saving has taken into account. The algorithms of nodes and robot are given in this paper. The simulate and practical results are available as well. 展开更多
关键词 robot NAVIGATION HYBRID sensor Network ROUTINE SEARCH
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Sensor Robot Planning in Incomplete Environment
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作者 Shan Zhong Zhihua Yin +1 位作者 Xudong Yin Yufeng Yao 《Journal of Software Engineering and Applications》 2011年第3期156-160,共5页
Aiming at the former formalized methods of robot planning should give the environment state, can not obtain the new knowledge of the environment. In order to improve the reason ability for obtaining new knowledge of t... Aiming at the former formalized methods of robot planning should give the environment state, can not obtain the new knowledge of the environment. In order to improve the reason ability for obtaining new knowledge of the environment state, the actions in the process of planning such as external action and sensing action are formalized. A formalized reasoning method—CPNI (Colored Petri Net for Planning in incomplete environment) based on two kinds of actions is proposed, and the reasoning rule as Fluent Calculus in incomplete environment is applied. Robot planning experiment is modeled and simulated by using the tool CPNTools and the result shows the state knowledge of the door and the action sequence to reach the goal can be generated automatically in the CPNI net system. 展开更多
关键词 sensor robot PLANNING COLORED PETRI Net Action Sequence
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Zigbee Based Wireless Sensor and Actuator Network for Service Robot Intelligent Space 被引量:1
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作者 Baoye Song Xiao Lu Xingzhen Bai 《Wireless Sensor Network》 2012年第10期235-242,共8页
Wireless sensor and actuator network is the key technology of service robot intelligent space. This paper is concerned with design and implementation of a ZigBee based wireless sensor and actuator network (hereinafter... Wireless sensor and actuator network is the key technology of service robot intelligent space. This paper is concerned with design and implementation of a ZigBee based wireless sensor and actuator network (hereinafter referred to as ZWSAN), which has been applied in our service robot intelligent space successfully. Firstly, a simplified ZigBee stack applied to ZWSAN is proposed and the primitives of the stack are illustrated after a short overview of ZigBee protocols. Then the implementation of hardware module and software stack is introduced in detail as well as several representative devices integrated into ZWSAN, including environmental sensors for environmental perception, home devices controllers for device control, embedded speech recognition module for speech control, IMU module for abnormal behaviors detection and laser robot control for service robot navigation. An application example is described to demonstrate how the devices in ZWSAN to provide service cooperatively. Finally, we conclude this paper and discuss the future directions. 展开更多
关键词 ZIGBEE WIRELESS sensor and ACTUATOR Network SERVICE robot INTELLIGENT Space
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Homeostasis Lighting Control System Using a Sensor Agent Robot
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作者 Tatsuya Akiba Akira Mita 《Intelligent Control and Automation》 2013年第2期138-153,共16页
In this study, “homeostasis”, the function by which living things keep their constancy, was emulated as a lighting control for a building space. The algorithm we developed mimics the mechanisms of the endocrine and ... In this study, “homeostasis”, the function by which living things keep their constancy, was emulated as a lighting control for a building space. The algorithm we developed mimics the mechanisms of the endocrine and immune systems. The endocrine system transmits information entirely, whereas the immune system transmits information with a concentration gradient. A lighting control system using the proposed algorithm was evaluated in a simulation and experiment using a sensor agent robot. In this algorithm, a robot recognizes a person’s behavior and uses it to decide his or her preference as to the illuminance. The results indicate that the algorithm can be used to realize a comfortable lighting control in several situations. 展开更多
关键词 HOMEOSTASIS LIGHTING Control sensor AGENT robot Human TRACKING
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Miniature 6-axis force/torque sensor for force feedback in robot-assisted minimally invasive surgery
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作者 李坤 潘博 +3 位作者 高文朋 封海波 付宜利 王树国 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4566-4577,共12页
In order to restore force sensation to robot-assisted minimally invasive surgery(RMIS),design and performance evaluation of a miniature 6-axis force/torque sensor for force feedback is presented.Based on the resistive... In order to restore force sensation to robot-assisted minimally invasive surgery(RMIS),design and performance evaluation of a miniature 6-axis force/torque sensor for force feedback is presented.Based on the resistive sensing method,a flexural-hinged Stewart platform is designed as the flexible structure,and a straightforward optimization method considering the force and sensitivity isotropy of the sensor is proposed to determine geometric parameters which are best suited for the given external loads.The accuracy of this method is preliminarily discussed by finite element methods(FEMs).The sensor prototype is fabricated with the development of the electronic system.Calibration and dynamic loading tests for this sensor prototype are carried out.The working ranges of this sensor prototype are 30 N and 300 N·mm,and resolutions are 0.08 N in radial directions,0.25 N in axial direction,and 2.4 N·mm in rotational directions.It also exhibits a good capability for a typical dynamic force sensing at a frequency close to the normal heart rate of an adult.The sensor is compatible with surgical instruments for force feedback in RMIS. 展开更多
关键词 force feedback force/torque sensor Stewart platform optimal design robot-assisted minimally invasive surgery
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Design and Implementation of a Multi-Sensor Based Object Detecting and Removing Autonomous Robot Exploration System
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作者 Fan Wu Johnathan Williams 《Journal of Computer and Communications》 2014年第7期8-16,共9页
Developing autonomous mobile robot system has been a hot topic in AI area. With recent advances in technology, autonomous robots are attracting more and more attention worldwide, and there are a lot of ongoing researc... Developing autonomous mobile robot system has been a hot topic in AI area. With recent advances in technology, autonomous robots are attracting more and more attention worldwide, and there are a lot of ongoing research and development activities in both industry and academia. In complex ground environment, obstacles positions are uncertain. Path finding for robots in such environment is very hot issues currently. In this paper, we present the design and implementation of a multi-sensor based object detecting and moving autonomous robot exploration system, 4RE, with the VEX robotics design system. With the goals of object detecting and removing in complex ground environment with different obstacles, a novel object detecting and removing algorithms is proposed and implemented. Experimental results indicate that our robot system with our object detecting and removing algorithm can effectively detect the obstacles on the path and remove them in complex ground environment and avoid collision with the obstacles. 展开更多
关键词 AUTONOMOUS robot EXPLORATION System OBJECT Detecting and Removing Algorithm Multiple sensors
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视觉和多线LiDAR传感器融合的物流巡检机器人导航系统
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作者 周开权 李德显 张夏恒 《传感器与微系统》 北大核心 2026年第1期121-125,共5页
为了可靠地实现物流机器人在复杂物流仓储环境下的自主导航和巡航功能,提出了一种基于视觉和多线激光雷达(LiDAR)信息融合的新型机器人导航系统,既能保证信息的丰富和地图边缘的精确,又能满足复杂物流仓储场景下的实时准确定位和导航。... 为了可靠地实现物流机器人在复杂物流仓储环境下的自主导航和巡航功能,提出了一种基于视觉和多线激光雷达(LiDAR)信息融合的新型机器人导航系统,既能保证信息的丰富和地图边缘的精确,又能满足复杂物流仓储场景下的实时准确定位和导航。仿真和实际验证表明,该机器人导航系统具有可行性和鲁棒性,克服了移动机器人系统在复杂环境下精度低、鲁棒性差、可移植性弱、难以扩展等问题。为实际物流仓储场景的检测提供了一种新的思路,具有良好的应用前景。 展开更多
关键词 物流机器人 复杂物流仓储环境 自主导航 传感器融合
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面向移动机器人的多传感器紧耦合导航定位方法
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作者 陈路 谢维斯 +2 位作者 谭杰 陈丽竹 高勇 《电子科技大学学报》 北大核心 2026年第1期109-115,共7页
移动机器人依赖单一传感器往往难以克服光照变化、外部干扰、反射表面影响以及累积误差等问题,限制了环境感知能力和自身位姿测量的精度与可靠性。该文采用一种非线性优化的方法,实现(IMU、红外相机、RGB相机、激光雷达)数据层面紧耦合... 移动机器人依赖单一传感器往往难以克服光照变化、外部干扰、反射表面影响以及累积误差等问题,限制了环境感知能力和自身位姿测量的精度与可靠性。该文采用一种非线性优化的方法,实现(IMU、红外相机、RGB相机、激光雷达)数据层面紧耦合组合定位建图系统IIVL-LM。提出一种基于RGB图像信息的实时照度值转换模型,系统根据不同照度值通过非线性插值法输入视觉SLAM模型中进行实时建图,然后通过动态加权法对红外相机与RGB相机的关键帧特征提取融合。在模拟的室内救援场景数据集下,与多种主流融合定位方法相比,IIVL-LM在照度变化的苛刻条件下尤其是在低照度下性能提升明显,平均RMSE ATE提升了23%~39%(0.006~0.013)。IIVL-LM保证了系统始终会在不少于3个传感器有效的状态下进行,在确保精度的同时对未知开放场景有更强的鲁棒性,尤其对于室内救援这种复杂场景的应用具有一定的价值。 展开更多
关键词 移动机器人 多传感器融合 照度转换 非线性紧耦合 SLAM
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基于改进A^(*)算法的POL-Robot路径规划 被引量:5
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作者 褚金奎 李晋 +1 位作者 李金山 张志超 《机电工程技术》 2022年第8期1-5,共5页
针对复杂干扰环境下的移动机器人智能导航问题,多种导航方法被提出和应用,其中偏振光导航有良好的自主性和抗干扰性。基于偏振光传感器的组合导航系统较传统视觉算法能有效提高航向角和位置精度,可满足室外机器人导航要求,但欠缺路径规... 针对复杂干扰环境下的移动机器人智能导航问题,多种导航方法被提出和应用,其中偏振光导航有良好的自主性和抗干扰性。基于偏振光传感器的组合导航系统较传统视觉算法能有效提高航向角和位置精度,可满足室外机器人导航要求,但欠缺路径规划功能。为实现偏振光移动机器人的智能导航应用,基于此系统,融入智能规划算法,实现路径规划功能。传统路径规划算法存在搜索效率低、生成路径曲率非连续等问题,为此提出一种改进A^(*)算法和轨迹优化方法,采用8邻域搜索方式,并改进了其启发函数,最后,利用梯度插补方式平滑路径。仿真及实验表明,改进后方案路径长度平均减小6.1%,路径转折点个数平均减少53.8%,实现了基于偏振光的移动机器人的智能导航。 展开更多
关键词 移动机器人 偏振光传感器 路径规划 轨迹优化
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Smart gas sensor arrays powered by artificial intelligence 被引量:6
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作者 Zhesi Chen Zhuo Chen +2 位作者 Zhilong Song Wenhao Ye Zhiyong Fan 《Journal of Semiconductors》 EI CAS CSCD 2019年第11期3-12,共10页
Mobile robots behaving as humans should possess multifunctional flexible sensing systems including vision,hearing,touch,smell,and taste.A gas sensor array(GSA),also known as electronic nose,is a possible solution for ... Mobile robots behaving as humans should possess multifunctional flexible sensing systems including vision,hearing,touch,smell,and taste.A gas sensor array(GSA),also known as electronic nose,is a possible solution for a robotic olfactory system that can detect and discriminate a wide variety of gas molecules.Artificial intelligence(AI)applied to an electronic nose involves a diverse set of machine learning algorithms which can generate a smell print by analyzing the signal pattern from the GSA.A combination of GSA and AI algorithms can empower intelligent robots with great capabilities in many areas such as environmental monitoring,gas leakage detection,food and beverage production and storage,and especially disease diagnosis through detection of different types and concentrations of target gases with the advantages of portability,low-powerconsumption and ease-of-operation.It is exciting to envisage robots equipped with a"nose"acting as family doctor who will guard every family member's health and keep their home safe.In this review,we give a summary of the state-of the-art research progress in the fabrication techniques for GSAs and typical algorithms employed in artificial olfactory systems,exploring their potential applications in disease diagnosis,environmental monitoring,and explosive detection.We also discuss the key limitations of gas sensor units and their possible solutions.Finally,we present the outlook of GSAs over the horizon of smart homes and cities. 展开更多
关键词 mobile robotS gas sensor array electronic NOSE artificial INTELLIGENCE ENVIRONMENTAL monitoring DISEASE diagnosis
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3D obstacle detection of indoor mobile robots by floor detection and rejection 被引量:1
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作者 Donggeun Cha Woojin Chung 《Journal of Measurement Science and Instrumentation》 CAS 2013年第4期381-384,共4页
Obstacle detection is essential for mobile robots to avoid collision with obstacles.Mobile robots usually operate in indoor environments,where they encounter various kinds of obstacles;however,2D range sensor can sens... Obstacle detection is essential for mobile robots to avoid collision with obstacles.Mobile robots usually operate in indoor environments,where they encounter various kinds of obstacles;however,2D range sensor can sense obstacles only in 2D plane.In contrast,by using 3D range sensor,it is possible to detect ground and aerial obstacles that 2D range sensor cannot sense.In this paper,we present a 3D obstacle detection method that will help overcome the limitations of 2D range sensor with regard to obstacle detection.The indoor environment typically consists of a flat floor.The position of the floor can be determined by estimating the plane using the least squares method.Having determined the position of the floor,the points of obstacles can be known by rejecting the points of the floor.In the experimental section,we show the results of this approach using a Kinect sensor. 展开更多
关键词 3D obstacle detection mobile robot Kinect sensorDocument code:AArticle ID:1674-8042(2013)04-0381-04
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Electrode for Force Sensor of Conductive Rubber 被引量:1
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作者 Masato Ohmukai Yasushi Kami Ryosuke Matsuura 《Journal of Sensor Technology》 2012年第3期127-131,共5页
Tactile sensors are believed to be a key element in order to realize robotic fingers to catch a fragile object without damage. Force sensitive conductive rubber is a low-cost material and then attractive for the appli... Tactile sensors are believed to be a key element in order to realize robotic fingers to catch a fragile object without damage. Force sensitive conductive rubber is a low-cost material and then attractive for the application to tactile sensors. We have studied the effect of electrodes attached to the rubber sheets. We have tried four kinds of electrodes: vacuum deposited Al, adhesive Cu tape, Al thin film sheet and silver paste. It can be concluded that vacuum deposited Al has the highest potential from the practical point of view;it has the widest dynamic range and good precision at the same time. 展开更多
关键词 CONDUCTIVE RUBBER Force sensor robot FINGER ELECTRODE VACUUM DEPOSITION
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Distributed Sensor Network Based on RFID System for Localization of Multiple Mobile Agents 被引量:1
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作者 Byoung-Suk Choi Joon-Woo Lee +1 位作者 Ju-Jang Lee Kyoung-Taik Park 《Wireless Sensor Network》 2011年第1期1-9,共9页
This paper presents a distributed wireless sensor network for multiple mobile agents localization. Localization of mobile agents, such as mobile robots, humans, and moving objects, in an indoor space is essential for ... This paper presents a distributed wireless sensor network for multiple mobile agents localization. Localization of mobile agents, such as mobile robots, humans, and moving objects, in an indoor space is essential for robot-robot interaction (RRI) and human-robot interaction (HRI). The standard localization system, which is based on sensors installed in the robot body, is not suitable for multiple agents. Therefore, the concept of sensor network, which uses wireless sensors distributed in a specified space, is used in this study. By analyzing related studies, two solutions are proposed for the localization of mobile agents including humans: a new hardware system and a new software algorithm. The first solution focuses on the architectural design of the wireless sensor network for multiple agent localization. A passive RFID system is used, and then the architecture of the sensor network is adapted to suit the target system. The second solution centers on a localization algorithm based on the sensor network. The proposed localization algorithm improves the accuracy in the multiple agent localization system. The algorithm uses the displacement conditions of the mobile agents and the recognition changes between the RFID tags and RFID reader. Through experiments using a real platform, the usefulness of the proposed system is verified. 展开更多
关键词 MULTIPLE robot LOCALIZATION DISTRIBUTED sensor NETWORK RFID System
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Robot Automatic Grasping Based on Finger-Tip Laser Range Finders
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作者 王晓东 赵杰 蔡鹤皋 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1996年第3期62-65,共4页
Finger-tip range finders can be used to modify robot end effector's position & attitude and avoid collision. This paper introduces the development of finger tip short dis tance laser range finders for space ro... Finger-tip range finders can be used to modify robot end effector's position & attitude and avoid collision. This paper introduces the development of finger tip short dis tance laser range finders for space robot multisensory gripper, including the sensors' measuring principle, signal processing circuit, etc. By using these sensors' informations the gripper can be automatically ajusted to grasp the object steadily and reliablly even if it is badly positioned. 展开更多
关键词 ss: robot sensor range FINDER AUTOMATIC GRASPING
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The investigation of an autonomous intelligent mobile robot system for indoor environment navigation
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作者 付宜利 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2001年第2期129-134,共6页
The autonomous mobile robotics system designed and implemented for indoor environment navigation is a nonholonomic differential drive system with two driving wheels mounted on the same axis driven by two PID controlle... The autonomous mobile robotics system designed and implemented for indoor environment navigation is a nonholonomic differential drive system with two driving wheels mounted on the same axis driven by two PID controlled motors and two caster wheels mounted in the front and back respectively. It is furnished with multiple kinds of sensors such as IR detectors, ultrasonic sensors, laser line generators and cameras, constituting a perceiving system for exploring its surroundings. Its computation source is a simultaneously running system composed of multiprocessor with multitask and multiprocessing programming. Hybrid control architecture is employed on the mobile robot to perform complex tasks. The mobile robot system is implemented at the Center for Intelligent Design, Automation and Manufacturing of City University of Hong Kong. 展开更多
关键词 mobile robot intelligent control sensorS NAVIGATION
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Crayfish Robot That Generates Flow Field to Enhance Chemical Reception
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作者 Mari Ohashi Yoshinori Kagawa +1 位作者 Tomomichi Nakatsuka Hiroshi Ishida 《Journal of Sensor Technology》 2012年第4期185-195,共11页
This paper describes a wheeled underwater robot developed for locating chemical sources autonomously under stagnant flow conditions. In still water, the released chemical stays in the immediate vicinity of the source ... This paper describes a wheeled underwater robot developed for locating chemical sources autonomously under stagnant flow conditions. In still water, the released chemical stays in the immediate vicinity of the source location. The search for chemical sources under such conditions is extremely laborious since the presence of a chemical source cannot be detected from a distant place. The chemical sensors on the robot show no response unless a chemical substance released from the source arrives at the sensors. Crayfish in search of food are known to actively generate water currents by waving their small appendages with a fan-like shape. It is considered that the generated water currents help their olfactory search. The smell of food is carried to their olfactory organs from the surroundings by the generated flow, and then is perceived. The robot presented in this paper employs arms mimicking the maxillipeds of a crayfish to generate water currents and to draw chemicals to its sensors. By waving the arms vertically, a three-dimensional flow field is generated and water samples are drawn from a wide angular range. The direction of a chemical source can be determined by comparing the responses of four laterally aligned electrochemical sensors. Experimental results show that the flow field generated by the maxilliped arms is more effective in collecting chemical samples onto the sensors than that generated by a pump. The robot equipped with the maxilliped arms can detect the presence of a chemical source even if the source is placed off the trajectory of the robot. 展开更多
关键词 Active Sensing UNDERWATER robot CHEMICAL sensor CRAYFISH
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