A new fusion approach based on distance of evidences

Liangzhou, Chen; Shi, Wenyu; Deng, Yong; Zhu, Zhigang

doi:10.1631/jzus.2005.a0476

Cited by 29 publications

(5 citation statements)

References 13 publications

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“…dence is collected, both the classical Dempster's rule and Yager's ru ause of m 2 denies target A, though more pieces of evidence collected later support target A, it is impossible that the target is A, which is just against the truth.With incremental evidence, both the Murphy's rule, combination rules from Ref [10]. and rules proposed in this paper provide reasonable results.…”

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confidence: 64%

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Approach to Evidence Combination Based on Rough Set

Han

Shi

2009

2009 International Conference on Electronic Computer Technology

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mentioning

confidence: 64%

“…[10]. In a multi-sensor based automatic target recognition system, suppos The result by different combination r e Ⅲ…”

Section: Examplementioning

confidence: 99%

Approach to Evidence Combination Based on Rough Set

Han

Shi

2009

2009 International Conference on Electronic Computer Technology

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“…In order to perform event detection successfully, in case of fusing sensor data that does not require preliminary or additional information such as data distribution or membership function, rough set theory is suitable [40]. Unfortunately, only very little research has been done using rough set to detect complex events for human activity recognition.…”

Section: Syntactic Approachesmentioning

confidence: 99%

Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments

Machot

Mosa

Ali

et al. 2018

IEEE Trans. Circuits Syst. Video Technol.

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In active and assisted living environments, a major service that can be provided is the automated assessment of elderly people's well-being. Therefore, activity recognition is required to detect what types of help disabled persons need to support them in their daily life activities. Unfortunately, it is still a difficult task to estimate the size of the required window for online sensor data streams to recognize a specific activity, especially when new sensor events are recorded. This paper proposes a windowing algorithm, which presents promising results to recognize complex human activities for multi-resident homes. The approach is based on the analysis of the sensor data to identify the best fitting sensors that should be considered in a specified window. Moreover, the second part of this paper proposes a set of different statistical spatio-temporal features to recognize human activities. In order to check the overall performance, this approach is tested using the CASAS data set and artificially generated laboratory data using our HBMS simulator. The results show high performance based on different evaluation metrics compared to other approaches. We believe that the proposed windowing approach provides a good approximation of the required window size in order to robustly detect human activities in comparison to other windowing approaches.

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“…Its size is smaller and it is used to achieve the posture of the arm end. The workspace of "the primary connecting rod" can be decided by the geometric parameters [5]. When l 2 , l 3 , θ 2min , θ 2max , θ 3min , θ 3max are known, the maximum workspace section can be determined, which are shown in Fig.…”

Section: Workpace Analysis Of the Massage Armmentioning

confidence: 99%

Type Synthesis and Workspace Analysis of a Novel Series Chinese Medical Massage Arm

Xie

Kuang

2010

AMM

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Based on the Chinese medical massage manipulation of rolling, pressing, kneading and pushing, the serial mechanical arm with six rotational joints and the end actuator with 3-DOF parallel mechanism are selected, and a new type of hybrid massage robot is proposed. The type synthesis of this massage arm is designed from two aspects, the arm and the wrist. 6R serial joint massage arm is adopted. Using Denavit-Hartenberg coordinate system, the kinematics model of this massage robot is established and the direct kinematic problem is solved by homogeneous coordinate transformation. The workspace of this Chinese medical massage arm is analyzed by the graphical approach. It shows that the length of upper arm and forearm of this kind of Chinese medical massage arm should be equal to make the work section largest. The workspace of this Chinese medical massage arm is also portrayed based on the Monte Carlo principle through programming on MATLAB. It indicates that the working points in the workspace of the manipulator are distributed compactly and uniformly, which can satisfy the Chinese medical massage requirements with high efficiency.

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A new fusion approach based on distance of evidences

Cited by 29 publications

References 13 publications

Approach to Evidence Combination Based on Rough Set

Approach to Evidence Combination Based on Rough Set

Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments

Type Synthesis and Workspace Analysis of a Novel Series Chinese Medical Massage Arm

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