ATR-Based Renko Emulator for Momentum Trading

Summary

This strategy approximates Renko bricks using closing prices and an ATR-based brick size. Its first series advances or retreats by one ATR when price moves beyond the current level; a second series records the prior brick level. Crossovers between these series indicate upward or downward movement and are used to generate long or short signals. The ATR resolution is configurable, allowing the brick scale to respond to volatility rather than relying on a fixed size.

The document includes a published BTC/USDT futures backtest configuration spanning roughly a year, but reports no performance metrics. It notes that ATR selection affects signal frequency, reversals can invalidate crossovers, and transaction costs can erode results when signals lead to frequent trading. The code’s position handling is not clearly presented as a complete, symmetric execution system, so the written trading concept should not be mistaken for a fully specified or validated strategy.

Key ideas

• The strategy simulates brick movement by advancing a price level in ATR-sized increments.
• A second series records the preceding brick level, and crossovers provide directional signals.
• ATR resolution controls the brick scale and changes the strategy’s sensitivity to price movement.
• The published BTC/USDT futures configuration provides no performance results.
• The document highlights reversal risk, parameter sensitivity, and transaction costs.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.