wireless communication hardware

生态感知通信网络

Ecologically Aware Communication Network

A framework for planning a LoRaWAN network that prioritizes infrastructure placement based on ecological suitability (habitat, movement corridors, water availability) rather than purely geometric coverage, using NSGA-II for gateway selection. / 一种用于规划LoRaWAN网络的框架，该框架优先考虑基于生态适宜性（栖息地、迁徙走廊、水源可用性）的基础设施部署，而非单纯的几何覆盖，并使用NSGA-II进行网关选择。

Knowledge type: 实际应用
First proposed or discovered
Proposer: Turkey Farm member
Creator: 农场主
Last updated: 2026-11-10 23:05:20

Sub-knowledge points

Infrastructure placement based on ecological suitabilityRadio signal propagation modeling using terrain and canopy heightGateway location optimization balancing ecological coverage and cost

Higher-order knowledge points

Wildlife tracking in large protected areasLow-power, cost-effective tracking network for remote conservation landscapes

Main parameters and performance indicators

LoRaWAN: Low Power Wide Area Network technologyNSGA-II: Non-dominated Sorting Genetic Algorithm II for gateway selectionNDVI: Normalized Difference Vegetation Index for vegetation modelingTerrain: Radio signal propagation modeling factorCanopy Height: Radio signal propagation modeling factorWater Availability: Ecological suitability factorMovement Corridors: Ecological suitability factorDeployment Cost: Optimization objective

Open problems

Field validation of the proposed framework

Related literature

ranked by community stars

Development of an Ecologically Aware Communication Network for Elephant Tracking: The Case of Tarangire-Manyara Ecosystem, TanzaniaOpen source

生态感知通信网络

Sub-knowledge points

Higher-order knowledge points

Main parameters and performance indicators

Open problems

Related products and links