Adaptive OFDM Tone Modulation for Frequency Selective Fading

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Solution Overview

Problem

Aeronautical communication channels experience frequency selective fading, leading to inefficiencies in data transmission due to weak signal areas and deep nulls in the spectrum, which existing OFDM systems struggle to adapt to effectively.

Innovation Solution

The implementation of an adaptive OFDM (AOFDM) system that adjusts modulation schemes and tone transmission based on real-time signal-to-distortion ratio (SDR) measurements, optimizing data throughput by only transmitting in strong signal areas and using feedback to adjust QAM modulation schemes for each tone.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If conventional OFDM transmits on all subcarriers, then bandwidth utilization is maximized, but error rates increase in frequency selective fading channels with deep nulls

Engineering Contradiction:
Improvebandwidth efficiencyVSAvoiderror rate
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The patent segments the OFDM spectrum into multiple subcarriers and applies different modulation schemes to different subcarriers based on their individual channel conditions. This allows the system to divide the bandwidth into usable and unusable portions, transmitting data only on subcarriers that meet quality thresholds, thereby resolving the contradiction between maximizing bandwidth utilization and maintaining low error rates.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent implements local quality optimization by adapting the modulation scheme for each individual subcarrier based on its specific channel quality. Subcarriers experiencing deep fades receive lower-order modulation or are excluded from transmission, while subcarriers in strong signal areas use higher-order modulation. This localized adaptation resolves the contradiction by ensuring reliable transmission on each subcarrier while collectively utilizing available bandwidth.

Inventive Principle:
Principle #3Local quality

2Reliability

If adaptive modulation is applied to each OFDM tone, then reliability improves by avoiding weak signal areas, but device complexity increases

Engineering Contradiction:
Improveerror rateVSAvoidprocessing complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent implements dynamic adaptation of modulation schemes for each OFDM tone based on real-time channel conditions. The system continuously monitors channel quality and adjusts modulation orders dynamically, allowing reliable transmission by adapting to changing conditions. This dynamic approach resolves the contradiction by achieving high reliability through conditional transmission while managing complexity through systematic adaptation rules.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The patent employs feedback mechanisms where the receiver measures channel quality for each subcarrier and provides this information back to the transmitter. The transmitter uses this feedback to select appropriate modulation schemes for each tone, ensuring reliable transmission while avoiding weak signal areas. This feedback-driven approach resolves the contradiction by making informed transmission decisions that balance reliability with manageable system complexity.

Inventive Principle:
Principle #23Feedback

3Productivity

If higher order QAM is used to increase data rate, then productivity improves, but the system becomes more sensitive to channel degradation and noise

Engineering Contradiction:
Improvedata rateVSAvoidnoise sensitivity
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The patent changes the modulation parameter (QAM order) for each subcarrier based on its channel conditions. Subcarriers in good conditions use higher-order QAM (e.g., 64-QAM, 256-QAM) to maximize data rate, while subcarriers in degraded conditions use lower-order QAM or are excluded from transmission. This parameter adaptation resolves the contradiction by achieving high overall data rates while maintaining reliability through conditional use of higher-order modulations.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS11716236B2Systems and methods for OFDM performance enhancement on frequency selective fading channels
Publication Date: 2023.08.01 MORGAN STATE UNIVERSITY
  • US11716236B2 patent drawing
  • US11716236B2 patent drawing
  • US11716236B2 patent drawing

AI summary

Systems and methods are provided for transmitting OFDM signals through a communication channel exhibiting frequency selective fading, such as an aeronautical 2-ray channel, using a signal modulation scheme at the transmitter that is selected based on a measurement of signal to distortion ratio (SDR) at the receiver. The SDR measurement at the receiver is used to generate an estimated best modulation scheme based on the real-time detection and measurement of SDR at the receiver, and provide feedback to the transmitter through a feedback channel of the newly selected modulation scheme. In certain configurations, the selected modulation scheme is one of multiple possible quadrature amplitude modulation (QAM) schemes, which enables adaptation of the transmitted OFDM signal to optimize throughput based on distortion of individual tones of the OFDM signal received at the receiver.