AN INDEPENDENT FIELD GUIDEAGRICULTURAL ROBOTICS / TOP FARM ROBOTS
Top Farm Robots.

RESEARCHER / AGRICULTURAL ROBOTICS

Zhonghua Miao.

Shanghai University · China20 papers519 citations

ORCID ↗

Papers

Published work.

  • 2022 · Article

    Review of Current Robotic Approaches for Precision Weed Management

    Current Robotics Reports

    118 citations

    weeding
  • 2022 · Article

    Efficient tomato harvesting robot based on image processing and deep learning

    Precision Agriculture

    104 citations

    harvesting
  • 2024 · Article

    An effective collaboration evolutionary algorithm for multi-robot task allocation and scheduling in a smart farm

    Knowledge-Based Systems

    91 citations

  • 2024 · Article

    Multi-Objective Teaching-Learning-Based Optimizer for a Multi-Weeding Robot Task Assignment Problem

    Tsinghua Science & Technology

    48 citations

    weeding
  • 2024 · Article

    Design of and Experiment with a Dual-Arm Apple Harvesting Robot System

    Horticulturae

    38 citations

    harvesting
  • 2024 · Article

    Efficient occlusion avoidance based on active deep sensing for harvesting robots

    Computers and Electronics in Agriculture

    28 citations

    harvesting
  • 2024 · Article

    A reinforcement learning-enhanced multi-objective iterated greedy algorithm for weeding-robot operation scheduling problems

    Expert Systems with Applications

    22 citations

    weeding
  • 2025 · Article

    Optimal motion planning and navigation for nonholonomic agricultural robots in multi-constraint and multi-task environments

    Computers and Electronics in Agriculture

    17 citations

    navigation
  • 2024 · Article

    Optimization of task assignment for multi-farm multi-weeding robots based on discrete artificial bee colony algorithm

    Expert Systems with Applications

    14 citations

    weeding
  • 2025 · Article

    An effective knowledge-based evolutionary algorithm for task assignment problem of pollination robots and spraying drones in multi-orchard scenarios

    Expert Systems with Applications

    11 citations

  • 2021 · Conference paper

    Extracting the navigation path of an agricultural plant protection robot based on machine vision

    Chinese Control Conference (CCC)

    11 citations

    navigation
  • 2024 · Article

    SG-ISBP: Orchard Robots Localization and Mapping With Ground Optimization and Loop Closure Detection Integration

    IEEE Sensors Journal

    10 citations

    navigation
  • 2021 · Conference paper

    Artificial Potential Field Method for Area Coverage of Multi Agricultural Robots

    Communications in computer and information science

    4 citations

    navigation
  • 2021 · Conference paper

    Research on Data Transmission and Processing Technology of Intelligent Agricultural Robot based on Internet of Things

    IEEE Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)

    3 citations

  • 2026 · Conference paper

    A Visual Servoing Method for Harvesting Robots Based on Bytetrack and YOLOv11

    0 citations

    harvesting
  • 2026 · Article

    A deep reinforcement learning-guided memetic algorithm for multi-objective collaborative scheduling of agricultural weeding robot fleets

    Computers and Electronics in Agriculture

    0 citations

    weeding
  • 2026 · Conference paper

    Dynamic Target Tracking for Agricultural Robots Based on Multi-Modal Fusion and Knowledge Distillation

    0 citations

  • 2025 · Conference paper

    Enhancing safety during harvesting with a deep learning-based action determination method for picking robots

    International Conference on Optical and Photonic Engineering (icOPEN)

    0 citations

    harvesting
  • 2023 · Conference paper

    Research on Trajectory Planning of Orchard Robot

    International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)

    0 citations

    navigation
  • 2021 · Conference paper

    Logistics Service System for Agricultural Robot based on Multi-Machine Cooperation

    Chinese Control Conference (CCC)

    0 citations

Collaborators

Co-authors.