Dual EMA Crossover Entries with Fixed Tick Stops and Targets

Summary

This document describes an automated trend-following system that uses 21-period and 50-period exponential moving averages. A bullish crossover opens a long position, while a bearish crossover opens a short position. The example sets a 40-tick stop loss and an 80-tick profit target, creating a stated 1:2 stop-to-target distance. The published backtest configuration is for BTC/USDT futures on hourly bars over October 2024, but no performance results are provided.

The notes identify several practical limits: crossover signals can whipsaw in sideways markets, execution can slip during volatility, and fixed tick distances may not suit changing conditions. They suggest volatility-adjusted exits, trend filters, timing constraints, position sizing, and additional signal confirmation as possible extensions. The document explains the signal and risk framework, but it does not establish profitability; parameter optimization and execution assumptions would need separate evaluation.

Key ideas

• A 21-period EMA crossing above a 50-period EMA triggers a long entry, and a downward cross triggers a short entry.
• The example uses a 40-tick stop loss and an 80-tick profit target.
• Sideways conditions can cause repeated false crossover signals.
• Slippage and abrupt reversals can make realized outcomes differ from the planned exit levels.
• The stated hourly BTC/USDT futures test configuration includes no reported performance statistics.

Tags

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