Enhanced recurrent attention-deep Q learning with optimal node constrains and effective penalty based model for data transmission scheduling on wireless sensor networks

Effective scheduling of data transmission is critical to maximizing network performance and resource usage in the context of wireless sensor networks (WSNs). In order to improve the effectiveness of data transmission scheduling in wireless sensor networks (WSNs), this paper proposes a unique method...

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الحاوية / القاعدة:	PeerJ Computer Science
المؤلفون الرئيسيون:	D.R. Anita Sofia Liz, Yesubai Rubavathi C
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	PeerJ Inc. 2025-06-01
الموضوعات:	Wireless sensor networks Deep Q Learning Recurrent attention Optimal node constraints Data transmission Optimized scheduling
الوصول للمادة أونلاين:	https://peerj.com/articles/cs-2950.pdf