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Adaptive ATR Trend Signals with Seven Staged Profit Targets

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines a momentum-adjusted ATR measure and trend-strength signals with staged profit taking. It describes four ATR-based exit levels and three percentage-based levels for both long and short positions. Parameters include short and long periods, a momentum period, an ATR confirmation period, a trend threshold, target multipliers, and the fraction of a position assigned to each target. The stated backtest setup uses hourly BTC/USDT futures data over one month, but the document gives no performance results or trade statistics.

The description presents the design as adaptable to changing volatility, while also warning that parameter choices, ranging or sharply volatile conditions, and slippage can affect results. The supplied source is incomplete, so the precise entry calculations and how the seven exits interact cannot be fully assessed from this document. Its recommendations to test realistic execution costs, consider market filters, and review the target structure are suggestions for future work, not evidence that those changes improve performance.

Key ideas

  • The strategy combines momentum-adjusted ATR calculations with a trend-strength measure to shape trade signals.
  • It specifies four ATR-based and three fixed-percentage profit targets for long and short positions.
  • Configurable periods, target multipliers, and exit percentages determine how the system is parameterized.
  • The published setup uses hourly BTC/USDT futures data for a one-month backtest, but reports no outcomes.
  • Parameter sensitivity, market regime, execution slippage, and the complexity of multiple exits are stated risks.

Tags

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