{'fraction_non_alphanumeric': 0.017142857142857144, 'fraction_numerical': 0.0, 'mean_word_length': 5.8311688311688314, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Autonomous interference control for wireless mesh and ad-hoc networks - The generalized Lagrangian approach

We consider the combined problem of performance optimization and interference control in wireless mesh and ad-hoc networks. Relying on the specific construction of the generalized Lagrangian function we propose a simple primal-dual unconstrained iteration providing convergence to a (local) optimum under arbitrary performance objectives. We present a decentralized implementation of such routine in linear networks.