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Published on: August 5, 2021
A framework using cluster-based hybrid network architecture for collaborative virtual surgery
Jing Qin1, Kup-Sze Choi, Wai-Sang Poon
1Department of Computer Science and Engineering, The Chinese University of Hong Kong, China. jqin@cse.cuhk.edu.hk
This study introduces a novel framework for high-performance collaborative virtual surgery simulations. The system ensures state consistency and minimizes network latency for realistic surgical training.
Area of Science:
- Computer Science
- Medical Simulation
- Virtual Reality
Background:
- Collaborative virtual environments (CVEs) offer potential for simulating cooperative surgical operations.
- Implementing high-performance collaborative surgical simulation is challenging due to state consistency and network latency issues, especially with complex models and haptics.
Purpose of the Study:
- To propose an integrated framework using a cluster-based hybrid network architecture for collaborative virtual surgery.
- To address challenges in state consistency and network latency in surgical simulations.
Main Methods:
- Utilized multicast transmission for reduced network latencies.
- Implemented reliable multicast with distributed message acknowledgment and a sliding window technique.
- Ensured system consistency via an administrative server and robustness through a failure detection chain.
Main Results:
- Successfully extended an existing orthopedic surgery trainer into a collaborative simulation system.
- Experimental results demonstrated the framework's capability to support collaborative surgical simulation.
- The framework effectively reduced communication overhead through management approaches.
Conclusions:
- The proposed framework provides a feasible and robust solution for high-performance collaborative surgical simulations.
- The system effectively manages network latency and maintains state consistency.
- This research advances the field of virtual reality in surgical training and cooperation.
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