Project centers in Chennai

IEEE Final Year Project Topics for CSE

Base Paper Title

Deep Learning aided Grant-Free NOMA Towards Reliable Low-LatencyAccess in Tactile Internet of Things

Our Title

IEEE Project Abstract

Tactile Internet of Things (IoT) requires ultra responsive and ultra-reliable connections for massive IoT devices.As a promising enabler of Tactile IoT, grant-free non-orthogonalmultiple access (NOMA) exploits the joint benefit of grant-free access and non-orthogonal transmissions to achieve low latencymassive access. However, it suffers from the reduced reliabilitycaused by random interference. Hence, we formulate a variationaloptimization problem to improve the reliability of grant free NOMA. Due to the intractability of this problem, we resort to deep learning by parameterizing the intractable variational function with a specially designed deep neural network, which in corporates random user activation and symbol spreading. The network is trained according to a novel multi-loss function wherea confidence penalty based on the user activation probability is considered. The spreading signatures are automatically generated while training, which matches the highly automatic applications in Tactile IoT. The significant reliability gain of our scheme is validated by simulations.

Existing System

Drawback of Existing System

Proposed System

Advantage of Proposed System

Enhancement from Base Paper

Architecture

Technology Used : Hardware & Software

Existing Algorithm

Proposed Algorithm

Advantages of Proposed Algorithm

Project Modules

Literature Survey

Conclusion

Future Work

To View the Base Paper Abstract Contents

Exclusive
Offer
Refer Your Friend
10%
CASHBACK
Refer Another Friend
Thanks for Referring Your Friend / Relation

Now it is Your Time to Shine.

Great careers Start Here.

We Guide you to Every Step

Success! You're Awesome

Thank you for filling out your information!

We’ve sent you an email with your Final Year Project PPT file download link at the email address you provided. Please enjoy, and let us know if there’s anything else we can help you with.

To know more details Call 900 31 31 555

The WISEN Team