New Neural Network for Real-Time Human Dynamic Motion Prediction

Name: New Neural Network for Real-Time Human Dynamic Motion Prediction
Brand: LAP Lambert Academic Publishing
SKU: 9783659952456
Price: 25633 HUF
Availability: InStock

Szerző: Mohammad Bataineh

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

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Research in the field of human simulation has led to significant advancement in quality, time, and c...

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Szerző

Mohammad Bataineh

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2016

oldal

260

EAN

9783659952456

Enbook ID

15201141

Kiadó

LAP Lambert Academic Publishing

Súly

405

Méretek

150 x 220 x 16

Teljes leírás

Research in the field of human simulation has led to significant advancement in quality, time, and cost management for products like military and athletic equipment and vehicles. There is, however, a critical need for human simulation models to run in real time, especially those with large-scale problems like motion prediction (a single motion problem involves prediction of between 500-700 outputs). Hence, this work addresses that need by developing a new design of artificial neural network (ANN) that is capable of providing real-time motion results with maximum accuracy and minimal training. The success of the new ANN design is proven for the intended problem of motion simulation and other experimental and real-world problems. In addition, the design creates a new tool for the analysis of the task being simulated. The new implemented ANN algorithms will open a new area of advancement and capability in the digital human modeling field. Although the new ANN design is driven by its use with motion prediction problems, the consequent ANN design can be used with a broad range of large-scale problems. The motion problem is simply a well-studied example for the proposed developments

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New Neural Network for Real-Time Human Dynamic Motion Prediction

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