Autonomous & Communication Infrastructure of UAV

Module 6

Autonomous Infrastructure
Lists of Autonomous Infra
The autonomous infrastructure refers to the onboard systems that allow the UAV to "Sense, Think, and Act" without continuous human input. This is often divided into low-level stabilization and high-level mission intelligence.

1. Sensing Layer (Perception)

2. Computational Layer (The "Brains")

3. Actuation Layer (The "Muscles")

4. Software Stack

Sensing Layer (Perception)
This layer gathers raw data about the drone's internal state and the external environment.

Proprioceptive Sensors (Internal State):

IMU (Inertial Measurement Unit): The inner ear of the drone. Contains accelerometers (linear acceleration) and gyroscopes (angular velocity) to determine attitude (pitch, roll, yaw).

Barometer: Measures air pressure to estimate altitude (Z-axis).

Magnetometer: Acts as a digital compass for heading (yaw reference).

Exteroceptive Sensors (Environmental Awareness):

GNSS/GPS: Provides global position (Lat, Long, Alt) and velocity.

LiDAR / Radar: Used for obstacle detection and mapping (SLAM). LiDAR uses light pulses; Radar uses radio waves (better in fog/dust).

Optical Flow / Cameras: Downward-facing cameras tracking texture on the ground to hold position without GPS (Visual Odometry).

Actuation Layer (The "Muscles")

Translates digital commands into physical movement.

ESC (Electronic Speed Controller): Converts PWM/DShot signals from the FC into 3-phase AC power to drive brushless motors.

Servos: Used in fixed-wing UAVs to move control surfaces (ailerons, elevators).

Software Stack

Firmware (RTOS): Runs on the Flight Controller (e.g., ArduPilot, PX4). Handles the control loops (PID).

Middleware: Facilitates communication between the FC and MC (e.g., ROS/ROS2 - Robot Operating System).

Application Layer: Path planning algorithms (A*), Computer Vision (Object detection), and Swarm logic.

Communication Infrastructure
Lists of Communication Infra

The principal, and probably the most demanding, requirement for the communications system is to provide the data links (up and down) between the CS and the aircraft. The transmission medium is most usually at radio frequency, but possible alternatives may be by light in the form of a laser beam or via optical fibres.The "nervous system" connecting the UAV to the Ground Control Station (GCS), the Cloud, or other drones.

1. Data Link Classifications

2. Radio Frequency (RF) Technologies

3. Network Architectures

4. Communication Protocols

Data Link Classifications

C2 Link (Command & Control): Low bandwidth, ultra-low latency, high reliability. Transmits pilot inputs and mission commands.

Telemetry Link: Downlink of vehicle health data (battery voltage, altitude, GPS satellite count).

Payload Link: High bandwidth. Transmits video feeds or sensor data (e.g., 4K video, thermal imaging).

Network Architectures

Point-to-Point (P2P): Direct link between Drone and GCS. Simple but limited by Line of Sight (LOS).

Mesh Networking: Drones act as flying routers. If one loses connection to the ground, it relays data through neighbors. Vital for Swarm operations.

Cellular (4G/5G/LTE): Enables BVLOS (Beyond Visual Line of Sight). The drone connects to the internet; range is theoretically unlimited as long as cell towers are nearby.

SATCOM (Satellite): Uses Iridium/Inmarsat. Used for military or maritime drones where no terrestrial infrastructure exists.

Radio Frequency (RF) Technologies
Electromagnetic waves generally considered usable as radio carriers lie below the infrared spectrum in the range of 300 GHz down to about 3 Hz. Different frequencies dictate range and data capacity.
Band Name (Frequency)Abbr.ITU BandFrequencyWave LengthTypical Uses
Extremely LowELF13–30Hz100,000km–10,000kmSubmarine Communications
Super LowSLF230–300Hz10,000–1000kmSubmarine Communications
Ultra LowULF3300–3000Hz1000–100kmCommunications in mines
Very LowVLF43–30kHz100–10kmHeart Monitors
LowLF530–300kHz10km–1kmAM Broadcast
MediumMF6300–3000kHz1km–100mAM Broadcast
HighHF73–30MHz100m–10mAmateur Radio
Very HighVHF830–300MHz10m–1mTV Broadcast
Ultra HighUHF9300–3000MHz1m–100mmTV, phones, air-to-air comm, 2-way radios
Super HighSHF103–30GHz *100–10mmRadars, LAN *
Extremely HighEHF1130–300GHz *10mm–1mmAstronomy *

Slides

Communication Infra of UAVs by Dr Aishwarya Dhara
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