/** * * \section COPYRIGHT * * Copyright 2013-2020 Software Radio Systems Limited * * By using this file, you agree to the terms and conditions set * forth in the LICENSE file which can be found at the top level of * the distribution. * */ #ifndef SRSLTE_ACCUMULATORS_H #define SRSLTE_ACCUMULATORS_H #include #include #include namespace srslte { template struct rolling_average { void push(T sample) { avg_ += (sample - avg_) / (count_ + 1); ++count_; } T value() const { return count_ == 0 ? 0 : avg_; } uint32_t count() const { return count_; } private: T avg_ = 0; uint32_t count_ = 0; }; template struct exp_average_fast_start { exp_average_fast_start(T alpha_, uint32_t start_size = 100) : alpha(alpha_), start_count_size(start_size) { assert(start_size > 0); } void push(T sample) { if (count < start_count_size) { avg_ += (sample - avg_) / (count + 1); count++; } else { avg_ = (1 - alpha) * avg_ + alpha * sample; } } T value() const { return count == 0 ? 0 : avg_; } private: T avg_ = 0; uint32_t count = 0; uint32_t start_count_size; T alpha; }; namespace detail { template struct sliding_window { sliding_window(uint32_t N, T val) : window(N, val) {} void push(T sample) { window[next_idx++] = sample; if (next_idx >= window.size()) { next_idx -= window.size(); } } size_t size() const { return window.size(); } T& operator[](size_t i) { return window[i]; } const T& operator[](size_t i) const { return window[i]; } std::vector window; size_t next_idx = 0; }; } // namespace detail template struct sliding_sum { sliding_sum(uint32_t N) : window(N, 0) {} void push(T sample) { window.push(sample); } T value() const { T ret = 0; for (size_t i = 0; i < window.size(); ++i) { ret += window[i]; } return ret; } size_t size() const { return window.size(); } private: detail::sliding_window window; }; template struct sliding_average { sliding_average(uint32_t N) : window(N, 0) {} void push(T sample) { window.push(sample); } T value() const { return window.value() / window.size(); } private: sliding_sum window; }; template struct null_sliding_average { static constexpr T null_value = std::numeric_limits::max(); null_sliding_average(uint32_t N) : window(N, null_value) {} void push(T sample) { window.push(sample); } void push_hole() { window.push(null_value); } T value() const { T ret = 0; uint32_t count = 0; for (size_t i = 0; i < window.size(); ++i) { if (window[i] != null_value) { ret += window[i]; count++; } } return (count == 0) ? null_value : ret / count; } private: detail::sliding_window window; }; } // namespace srslte #endif // SRSLTE_ACCUMULATORS_H