Enhanced Interference Management in Heterogeneous Wireless Networks

Patent №

US 9,538,415

Granted

2017-01-03

Filed 2015

Owner

NEC LABORATORIES AMERICA, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14603723

We show that for any given muting fraction, a more constrained version of the problem of interest can be optimally solved in an efficient manner. In addition, the obtained solution is also a near-optimal solution for the original problem (for the given muting ratio). This allows us provide an algorithm that offers a good solution to the original problem with a tractable complexity. We also derive a lower complexity greedy that offers good performance and a certain worst-case performance guarantee. Simulations over an example LTE HetNet topology reveal the superior performance of the proposed algorithms and underscore the benefits of jointly exploiting partial muting of the macro and load balancing.

Machine learningPlanningAI hardwareH04W 28/0236H04L 5/0037H04L 5/0058H04L 5/0073H04L 5/0076H04W 72/1273H04W 24/02

AI classification

AI hardware0.92
Planning0.84
Machine learning0.70
Evolutionary computation0.00
Natural language0.00
Vision0.00
Knowledge representation0.00
Speech0.00

Ownership

NEC LABORATORIES AMERICA, INC.

assignment · 347990285

Assignors

PRASAD, NARAYAN, ARSLAN, MUSTAFA, RANGARAJAN, SAMPATH

On an employer assignment, the assignors are typically the inventors.

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