Inferensys

Glossary

ET System Power Added Efficiency (PAE)

The overall efficiency metric for an envelope tracking transmitter, calculated as the ratio of the added RF output power to the total DC input power consumed by both the power amplifier and the supply modulator.
Developer building agentic RAG system, retrieval pipeline diagram on laptop, technical workspace with notes.
EFFICIENCY METRIC

What is ET System Power Added Efficiency (PAE)?

Power Added Efficiency is the definitive metric for quantifying the overall energy conversion effectiveness of an envelope tracking transmitter, accounting for the total DC power consumed by both the RF power amplifier and its dynamic supply modulator.

ET System Power Added Efficiency (PAE) is calculated as the ratio of the net RF output power added by the power amplifier (RF output minus RF input) to the total DC input power consumed by the entire envelope tracking system, including both the power amplifier and the supply modulator. Unlike standalone PA efficiency, ET System PAE accounts for the power dissipated in the modulator circuitry, providing a true end-to-end efficiency figure for the transmitter chain.

This metric is critical for evaluating the real-world benefit of envelope tracking, as a highly efficient PA paired with a lossy modulator can yield poor system PAE. Designers use ET System PAE to optimize the shaping function and supply modulator design, trading off linearity against the combined DC consumption to maximize battery life in handsets or reduce thermal load in base stations.

EFFICIENCY METRICS

Key Characteristics of ET System PAE

Power Added Efficiency (PAE) is the definitive metric for evaluating an envelope tracking transmitter, quantifying how effectively the combined PA and supply modulator convert DC power into useful RF output.

01

Fundamental PAE Definition

ET System PAE is calculated as (RF Output Power - RF Input Power) / Total DC Input Power. Unlike drain efficiency, PAE accounts for the RF drive power, providing a true measure of net power gain. The total DC input includes power consumed by both the power amplifier and the supply modulator, making it a holistic system-level metric.

P_RFout - P_RFin
Numerator (Added RF Power)
P_DC_PA + P_DC_Mod
Denominator (Total DC Input)
02

Supply Modulator Efficiency Impact

The overall system PAE is critically dependent on the supply modulator's conversion efficiency (η_mod). A high-efficiency PA paired with a lossy modulator yields poor system PAE. Key loss mechanisms include:

  • Conduction losses in the modulator's power switches
  • Switching losses proportional to the tracking bandwidth
  • Quiescent power consumed by control and gate-drive circuitry System PAE = η_PA × η_mod, highlighting the multiplicative nature of these efficiencies.
03

PAE vs. Instantaneous Envelope

Unlike fixed-supply PAs, ET system PAE is not a single number but a dynamic curve that varies with the instantaneous envelope amplitude. At low signal levels, the PA operates near the ET efficiency knee, where PAE drops sharply. The shaping function is designed to maximize the probability-density-weighted average PAE over the signal's statistical distribution, not just peak efficiency.

04

Bandwidth-PAE Trade-off

A fundamental trade-off exists between tracking bandwidth and modulator efficiency. As signal bandwidth increases (e.g., 5G NR 100 MHz carriers), the modulator must slew faster, increasing switching losses and degrading η_mod. This directly reduces system PAE. Advanced techniques like multi-level switching and hybrid linear-assisted modulators aim to mitigate this trade-off.

05

Measurement and De-Embedding

Accurate PAE measurement requires careful de-embedding of fixture and connector losses. The total DC power must be measured at the input to the entire ET system, not just the PA drain. Key considerations:

  • Use precision current probes on both PA and modulator supply rails
  • Account for dynamic current waveforms, not just average values
  • Calibrate out insertion loss between the modulator output and the PA transistor reference plane
06

Comparison: ET vs. Fixed-Supply PAE

At peak power, an ET system may have slightly lower PAE than a fixed-supply Class-AB PA due to modulator losses. However, at 6-10 dB power back-off—where modern signals spend most of their time—ET systems can deliver 2-3x higher PAE. This average efficiency improvement is the primary motivation for envelope tracking in battery-operated and thermally-constrained devices.

2-3x
PAE Improvement at Back-off
6-10 dB
Typical Back-off Region
ET SYSTEM POWER ADDED EFFICIENCY

Frequently Asked Questions

Clear, technically precise answers to the most common questions about calculating and optimizing Power Added Efficiency in envelope tracking transmitter systems.

ET System Power Added Efficiency (PAE) is the definitive metric for quantifying the overall energy conversion effectiveness of an envelope tracking transmitter, calculated as the ratio of the net RF power added by the power amplifier to the total DC power consumed by both the power amplifier (PA) and the supply modulator. The formal equation is: PAE_system = (P_RF_out - P_RF_in) / (P_DC_PA + P_DC_modulator). Unlike standard PAE, which only accounts for the PA's DC consumption, the system-level metric penalizes the efficiency losses of the envelope tracking power supply itself. This provides a true end-to-end efficiency figure that system architects use to evaluate battery life impact in handsets or operational expenditure in base stations. A high system PAE indicates that the dynamic voltage shaping is saving more energy than the modulator consumes to generate it.

EFFICIENCY METRIC COMPARISON

ET System PAE vs. Other Efficiency Metrics

Comparison of envelope tracking system power-added efficiency against traditional transmitter efficiency metrics, highlighting what each captures and omits.

FeatureET System PAEDrain EfficiencyPAE (PA Only)

Definition

Ratio of added RF output power to total DC input of PA plus supply modulator

Ratio of RF output power to DC power consumed by PA drain

Ratio of added RF output power to DC input of PA only

Accounts for modulator power consumption

Accounts for RF input drive power

Captures ET system-level efficiency

Typical value for ET GaN PA at 2.6 GHz

42-48%

55-65%

50-58%

Relevant for supply modulator design trade-offs

Standard metric for ET-DPD co-optimization

Suitable for comparing ET vs. APT architectures

Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.