diff --git a/lib/hooks/CMakeLists.txt b/lib/hooks/CMakeLists.txt
index ee5a4d78e..033475d69 100644
--- a/lib/hooks/CMakeLists.txt
+++ b/lib/hooks/CMakeLists.txt
@@ -24,6 +24,7 @@ set(HOOK_SRC
     average.cpp
     cast.cpp
     decimate.cpp
+    dft.cpp
     dp.cpp
     drop.cpp
     dump.cpp
diff --git a/lib/hooks/dft.cpp b/lib/hooks/dft.cpp
new file mode 100644
index 000000000..79cb037d5
--- /dev/null
+++ b/lib/hooks/dft.cpp
@@ -0,0 +1,186 @@
+/** DFT hook.
+ *
+ * @author Manuel Pitz <manuel.pitz@eonerc.rwth-aachen.de>
+ * @copyright 2014-2020, Institute for Automation of Complex Power Systems, EONERC
+ * @license GNU General Public License (version 3)
+ *
+ * VILLASnode
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <http://www.gnu.org/licenses/>.
+ *********************************************************************************/
+
+/** @addtogroup hooks Hook functions
+ * @{
+ */
+
+#include <cstring>
+
+#include <villas/hook.hpp>
+#include <villas/path.h>
+#include <villas/sample.h>
+#include <villas/io.h>
+#include <villas/plugin.h>
+#include <complex>
+
+namespace villas {
+namespace node {
+
+class DftHook : public Hook {
+
+protected:
+	struct format_type *format;
+
+	//double* smp_memory;
+	double smp_memory[200];
+
+	uint smp_mem_pos;
+	uint smp_mem_size;
+	
+	std::complex<double> dftMatrix[200][200];
+	std::complex<double> omega;
+	std::complex<double> M_I;
+	std::complex<double> dftResults[200];
+	double absDftResults[200];
+
+public:
+	DftHook(struct vpath *p, struct node *n, int fl, int prio, bool en = true) :
+		Hook(p, n, fl, prio, en),
+		smp_mem_pos(0),
+		smp_mem_size(200),
+		M_I(0.0,1.0)
+	{
+		format = format_type_lookup("villas.human");
+	}
+
+	virtual void prepare(){
+
+		struct signal *freq_sig;
+		struct signal *ampl_sig;
+		struct signal *phase_sig;
+
+		/* Add signals */
+		freq_sig = signal_create("amplitude", nullptr, SignalType::FLOAT);
+		ampl_sig = signal_create("phase", nullptr, SignalType::FLOAT);
+		phase_sig = signal_create("frequency", nullptr, SignalType::FLOAT);
+
+
+		if (!freq_sig || !ampl_sig || !phase_sig)
+			throw RuntimeError("Failed to create new signals");
+
+
+		vlist_push(&signals, freq_sig);
+		vlist_push(&signals, ampl_sig);
+		vlist_push(&signals, phase_sig);
+
+		
+		//offset = vlist_length(&signals) - 1;//needs to be cleaned up
+
+		genDftMatrix();
+
+
+
+		state = State::PREPARED;
+
+	}
+
+
+	virtual void start()
+	{
+
+		assert(state == State::PREPARED || state == State::STOPPED);
+
+		//smp_memory = new double[smp_mem_size];
+		if (!smp_memory)
+			throw MemoryAllocationError();
+
+		for(uint i = 0; i < smp_mem_size; i++)
+			smp_memory[i] = 0;
+
+
+
+		state = State::STARTED;
+	}
+
+	virtual void stop()
+	{
+		assert(state == State::STARTED);
+
+
+		state = State::STOPPED;
+	}
+
+	virtual void parse(json_t *cfg)
+	{
+
+		assert(state != State::STARTED);
+
+		Hook::parse(cfg);
+
+		state = State::PARSED;
+	}
+
+	virtual Hook::Reason process(sample *smp)
+	{
+		assert(state == State::STARTED);
+
+		smp_memory[smp_mem_pos % smp_mem_size] = smp->data[1].f;
+		smp_mem_pos ++ ;
+
+
+		calcDft();
+
+		for(uint i=0; i<smp_mem_size; i++){
+			absDftResults[i] = abs(dftResults[i]);
+		}
+		return Reason::OK;
+	}
+
+	virtual ~DftHook()
+	{
+		//delete smp_memory;
+	}
+
+
+	void genDftMatrix(){
+		using namespace std::complex_literals;
+
+		omega = exp((-2 * M_PI * M_I) / (double)smp_mem_size);
+
+		for( uint i=0 ; i < smp_mem_size ; i++){
+			for( uint j=0 ; j < smp_mem_size ; j++){
+				dftMatrix[i][j] = pow(omega, i * j);
+			}
+		}
+	}
+
+	void calcDft(){
+		for( uint i=0; i < smp_mem_size; i++){
+			dftResults[i] = 0;
+			for(uint j=0; j < smp_mem_size; j++){
+				dftResults[i]+= smp_memory[( j + smp_mem_pos ) % smp_mem_size] * dftMatrix[i][j];
+			}
+		}
+	}
+};
+
+/* Register hook */
+static char n[] = "dft";
+static char d[] = "This hook calculates the  dft on a window";
+static HookPlugin<DftHook, n, d, (int) Hook::Flags::NODE_READ | (int) Hook::Flags::NODE_WRITE | (int) Hook::Flags::PATH> p;
+
+} /* namespace node */
+} /* namespace villas */
+
+/** @} */
+